Modeling Report Triage¶
This notebook summarizes the following aspects of the modeling experiment:
- The predictors we created
- The temporal crossvalidation setup we used to validate our models
- The models we ran
- The results we got interms of the efficiency, effectiveness, and equity metrics
- A deeper dive into what the ML models are learning from the data to make the predictions
In [1]:
import pandas as pd
import sqlalchemy
import os
from sqlalchemy.engine.url import URL
from triage.util.db import create_engine
from triage.component.postmodeling.modeling_report_functions import *
import matplotlib.pyplot as plt
pd.set_option('precision', 4)
pd.set_option('display.max_colwidth', None)
pd.set_option('display.max_rows', None)
pd.set_option('display.max_columns', None)
plt.rcParams.update({"figure.dpi": 120})
%matplotlib inline
Database Connection¶
In [2]:
db_url = URL(
'postgres',
host=os.getenv('PGHOST'),
username=os.getenv('PGUSER'),
database=os.getenv('PGDATABASE'),
password=os.getenv('PGPASSWORD'),
port=5432,
)
db_engine = create_engine(db_url)
1. Parameters for the Report¶
The following values are the default parameters for the report. If you are using this interactively, you can change the parameter values.
In [3]:
# The most recent completed experiment hash
# Note that this has to be a list
experiment_hashes = [get_most_recent_experiment_hash(db_engine)]
# Model Performance metric and threshold defaulting to reacll@1_pct
performance_metric = 'recall@'
threshold = '1_pct'
# Bias metric defaults to tpr_disparity and bias metric values for all groups generated (if bias audit specified in the experiment config)
bias_metric = 'tpr_disparity'
bias_priority_groups=None
2024-09-05 16:30:12 - INFO Using the experiment hash: ab1090de65c88cc990fcb1210fa40227
1.1 Updating the parameters based on the config¶
In [4]:
params = load_report_parameters_from_config(db_engine, experiment_hashes[0])
if params['performance_metric'] is not None:
performance_metric = params['performance_metric']
if params['threshold'] is not None:
threshold = params['threshold']
if params['bias_metric'] is not None:
bias_metric = params['bias_metric']
if params['priority_groups'] is not None:
bias_priority_groups = params['priority_groups']
In [5]:
performance_metric, threshold, bias_metric, bias_priority_groups
Out[5]:
('recall@', '1_pct', 'tpr_disparity', None)
2. Visualizing the Temporal Validation Splits¶
In [6]:
visualize_validation_splits(db_engine, experiment_hashes[0])
There are 12 train-validation splits
3. Modeling Cohorts¶
In [7]:
cohort_summary = summarize_cohorts(db_engine, experiment_hashes[0], generate_plots=True)
labels_quickstart_label_68eae5e62c549b9e90e4526d0f53420e
In [8]:
cohort_summary
Out[8]:
| label_name | label_timespan | as_of_date | cohort_size | baserate | |
|---|---|---|---|---|---|
| 0 | quickstart_label | 120 days | 2011-09-02 | 262 | 0.2595 |
| 1 | quickstart_label | 120 days | 2011-09-03 | 329 | 0.3465 |
| 2 | quickstart_label | 120 days | 2011-09-04 | 278 | 0.3525 |
| 3 | quickstart_label | 120 days | 2011-09-05 | 524 | 0.3569 |
| 4 | quickstart_label | 120 days | 2011-09-06 | 165 | 0.3939 |
| 5 | quickstart_label | 120 days | 2011-09-07 | 465 | 0.3312 |
| 6 | quickstart_label | 120 days | 2011-09-08 | 217 | 0.3733 |
| 7 | quickstart_label | 120 days | 2011-09-09 | 221 | 0.3394 |
| 8 | quickstart_label | 120 days | 2011-09-10 | 269 | 0.3903 |
| 9 | quickstart_label | 120 days | 2011-09-11 | 93 | 0.3441 |
| 10 | quickstart_label | 120 days | 2011-09-12 | 600 | 0.3383 |
| 11 | quickstart_label | 120 days | 2011-09-13 | 544 | 0.3364 |
| 12 | quickstart_label | 120 days | 2011-09-14 | 157 | 0.2803 |
| 13 | quickstart_label | 120 days | 2011-09-15 | 229 | 0.3624 |
| 14 | quickstart_label | 120 days | 2011-09-16 | 164 | 0.3598 |
| 15 | quickstart_label | 120 days | 2011-09-17 | 115 | 0.4261 |
| 16 | quickstart_label | 120 days | 2011-09-18 | 420 | 0.3714 |
| 17 | quickstart_label | 120 days | 2011-09-19 | 580 | 0.3241 |
| 18 | quickstart_label | 120 days | 2011-09-20 | 135 | 0.3185 |
| 19 | quickstart_label | 120 days | 2011-09-21 | 326 | 0.3620 |
| 20 | quickstart_label | 120 days | 2011-09-22 | 199 | 0.2915 |
| 21 | quickstart_label | 120 days | 2011-09-23 | 522 | 0.3544 |
| 22 | quickstart_label | 120 days | 2011-09-24 | 326 | 0.3834 |
| 23 | quickstart_label | 120 days | 2011-09-25 | 515 | 0.3689 |
| 24 | quickstart_label | 120 days | 2011-09-26 | 970 | 0.3289 |
| 25 | quickstart_label | 120 days | 2011-09-27 | 377 | 0.3634 |
| 26 | quickstart_label | 120 days | 2011-09-28 | 516 | 0.3411 |
| 27 | quickstart_label | 120 days | 2011-09-29 | 235 | 0.2851 |
| 28 | quickstart_label | 120 days | 2011-09-30 | 448 | 0.3170 |
| 29 | quickstart_label | 120 days | 2011-10-01 | 221 | 0.3167 |
| 30 | quickstart_label | 120 days | 2011-10-02 | 841 | 0.2830 |
| 31 | quickstart_label | 120 days | 2011-10-03 | 506 | 0.2708 |
| 32 | quickstart_label | 120 days | 2011-10-04 | 362 | 0.3011 |
| 33 | quickstart_label | 120 days | 2011-10-05 | 165 | 0.3879 |
| 34 | quickstart_label | 120 days | 2011-10-06 | 256 | 0.3086 |
| 35 | quickstart_label | 120 days | 2011-10-07 | 295 | 0.3797 |
| 36 | quickstart_label | 120 days | 2011-10-08 | 507 | 0.3333 |
| 37 | quickstart_label | 120 days | 2011-10-09 | 439 | 0.3235 |
| 38 | quickstart_label | 120 days | 2011-10-10 | 627 | 0.3046 |
| 39 | quickstart_label | 120 days | 2011-10-11 | 248 | 0.3185 |
| 40 | quickstart_label | 120 days | 2011-10-12 | 240 | 0.3042 |
| 41 | quickstart_label | 120 days | 2011-10-13 | 306 | 0.3595 |
| 42 | quickstart_label | 120 days | 2011-10-14 | 203 | 0.3251 |
| 43 | quickstart_label | 120 days | 2011-10-15 | 203 | 0.3251 |
| 44 | quickstart_label | 120 days | 2011-10-16 | 296 | 0.3277 |
| 45 | quickstart_label | 120 days | 2011-10-17 | 460 | 0.2978 |
| 46 | quickstart_label | 120 days | 2011-10-18 | 47 | 0.2340 |
| 47 | quickstart_label | 120 days | 2011-10-19 | 302 | 0.2848 |
| 48 | quickstart_label | 120 days | 2011-10-20 | 199 | 0.3065 |
| 49 | quickstart_label | 120 days | 2011-10-21 | 297 | 0.3131 |
| 50 | quickstart_label | 120 days | 2011-10-22 | 182 | 0.3022 |
| 51 | quickstart_label | 120 days | 2011-10-23 | 467 | 0.2570 |
| 52 | quickstart_label | 120 days | 2011-10-24 | 242 | 0.3058 |
| 53 | quickstart_label | 120 days | 2011-10-25 | 324 | 0.3179 |
| 54 | quickstart_label | 120 days | 2011-10-26 | 131 | 0.2366 |
| 55 | quickstart_label | 120 days | 2011-10-27 | 232 | 0.2586 |
| 56 | quickstart_label | 120 days | 2011-10-28 | 222 | 0.3108 |
| 57 | quickstart_label | 120 days | 2011-10-29 | 249 | 0.3373 |
| 58 | quickstart_label | 120 days | 2011-10-30 | 419 | 0.2792 |
| 59 | quickstart_label | 120 days | 2011-10-31 | 317 | 0.2902 |
| 60 | quickstart_label | 120 days | 2011-11-01 | 99 | 0.2727 |
| 61 | quickstart_label | 120 days | 2011-11-02 | 245 | 0.3020 |
| 62 | quickstart_label | 120 days | 2011-11-03 | 221 | 0.2805 |
| 63 | quickstart_label | 120 days | 2011-11-04 | 126 | 0.2937 |
| 64 | quickstart_label | 120 days | 2011-11-05 | 172 | 0.2558 |
| 65 | quickstart_label | 120 days | 2011-11-06 | 306 | 0.2680 |
| 66 | quickstart_label | 120 days | 2011-11-07 | 179 | 0.3296 |
| 67 | quickstart_label | 120 days | 2011-11-08 | 103 | 0.3010 |
| 68 | quickstart_label | 120 days | 2011-11-09 | 202 | 0.3119 |
| 69 | quickstart_label | 120 days | 2011-11-10 | 141 | 0.2553 |
| 70 | quickstart_label | 120 days | 2011-11-11 | 344 | 0.3198 |
| 71 | quickstart_label | 120 days | 2011-11-12 | 392 | 0.3393 |
| 72 | quickstart_label | 120 days | 2011-11-13 | 302 | 0.2781 |
| 73 | quickstart_label | 120 days | 2011-11-14 | 374 | 0.2620 |
| 74 | quickstart_label | 120 days | 2011-11-15 | 218 | 0.2248 |
| 75 | quickstart_label | 120 days | 2011-11-16 | 26 | 0.4231 |
| 76 | quickstart_label | 120 days | 2011-11-17 | 265 | 0.2491 |
| 77 | quickstart_label | 120 days | 2011-11-18 | 148 | 0.2635 |
| 78 | quickstart_label | 120 days | 2011-11-19 | 628 | 0.2850 |
| 79 | quickstart_label | 120 days | 2011-11-20 | 85 | 0.3529 |
| 80 | quickstart_label | 120 days | 2011-11-21 | 797 | 0.2911 |
| 81 | quickstart_label | 120 days | 2011-11-22 | 525 | 0.2152 |
| 82 | quickstart_label | 120 days | 2011-11-23 | 68 | 0.2353 |
| 83 | quickstart_label | 120 days | 2011-11-24 | 156 | 0.2692 |
| 84 | quickstart_label | 120 days | 2011-11-25 | 235 | 0.2596 |
| 85 | quickstart_label | 120 days | 2011-11-26 | 287 | 0.2160 |
| 86 | quickstart_label | 120 days | 2011-11-27 | 156 | 0.1795 |
| 87 | quickstart_label | 120 days | 2011-11-28 | 177 | 0.2260 |
| 88 | quickstart_label | 120 days | 2011-11-29 | 520 | 0.1981 |
| 89 | quickstart_label | 120 days | 2011-11-30 | 224 | 0.2812 |
| 90 | quickstart_label | 120 days | 2011-12-01 | 180 | 0.2000 |
| 91 | quickstart_label | 120 days | 2011-12-02 | 510 | 0.2137 |
| 92 | quickstart_label | 120 days | 2011-12-03 | 291 | 0.2440 |
| 93 | quickstart_label | 120 days | 2011-12-04 | 342 | 0.2105 |
| 94 | quickstart_label | 120 days | 2011-12-05 | 407 | 0.2088 |
| 95 | quickstart_label | 120 days | 2011-12-06 | 723 | 0.2227 |
| 96 | quickstart_label | 120 days | 2011-12-07 | 708 | 0.2189 |
| 97 | quickstart_label | 120 days | 2011-12-08 | 456 | 0.2083 |
| 98 | quickstart_label | 120 days | 2011-12-09 | 1424 | 0.2100 |
| 99 | quickstart_label | 120 days | 2011-12-10 | 553 | 0.2712 |
| 100 | quickstart_label | 120 days | 2011-12-11 | 497 | 0.2052 |
| 101 | quickstart_label | 120 days | 2011-12-12 | 699 | 0.2003 |
| 102 | quickstart_label | 120 days | 2011-12-13 | 253 | 0.2016 |
| 103 | quickstart_label | 120 days | 2011-12-14 | 413 | 0.2252 |
| 104 | quickstart_label | 120 days | 2011-12-15 | 225 | 0.2800 |
| 105 | quickstart_label | 120 days | 2011-12-16 | 171 | 0.2807 |
| 106 | quickstart_label | 120 days | 2011-12-17 | 122 | 0.2787 |
| 107 | quickstart_label | 120 days | 2011-12-18 | 691 | 0.2402 |
| 108 | quickstart_label | 120 days | 2011-12-19 | 483 | 0.2298 |
| 109 | quickstart_label | 120 days | 2011-12-20 | 386 | 0.2487 |
| 110 | quickstart_label | 120 days | 2011-12-21 | 403 | 0.2531 |
| 111 | quickstart_label | 120 days | 2011-12-22 | 156 | 0.2500 |
| 112 | quickstart_label | 120 days | 2011-12-23 | 223 | 0.3049 |
| 113 | quickstart_label | 120 days | 2011-12-24 | 207 | 0.2705 |
| 114 | quickstart_label | 120 days | 2011-12-25 | 94 | 0.2340 |
| 115 | quickstart_label | 120 days | 2011-12-26 | 38 | 0.1579 |
| 116 | quickstart_label | 120 days | 2011-12-27 | 168 | 0.2321 |
| 117 | quickstart_label | 120 days | 2011-12-28 | 338 | 0.2337 |
| 118 | quickstart_label | 120 days | 2011-12-29 | 162 | 0.3148 |
| 119 | quickstart_label | 120 days | 2011-12-30 | 313 | 0.2748 |
| 120 | quickstart_label | 120 days | 2011-12-31 | 125 | 0.2160 |
| 121 | quickstart_label | 120 days | 2012-01-01 | 66 | 0.2879 |
| 122 | quickstart_label | 120 days | 2012-01-02 | 351 | 0.3533 |
| 123 | quickstart_label | 120 days | 2012-01-03 | 290 | 0.3069 |
| 124 | quickstart_label | 120 days | 2012-01-04 | 368 | 0.3315 |
| 125 | quickstart_label | 120 days | 2012-01-05 | 146 | 0.3562 |
| 126 | quickstart_label | 120 days | 2012-01-06 | 74 | 0.3108 |
| 127 | quickstart_label | 120 days | 2012-01-07 | 430 | 0.3279 |
| 128 | quickstart_label | 120 days | 2012-01-08 | 416 | 0.3846 |
| 129 | quickstart_label | 120 days | 2012-01-09 | 721 | 0.3218 |
| 130 | quickstart_label | 120 days | 2012-01-10 | 284 | 0.3345 |
| 131 | quickstart_label | 120 days | 2012-01-11 | 186 | 0.3710 |
| 132 | quickstart_label | 120 days | 2012-01-12 | 173 | 0.2254 |
| 133 | quickstart_label | 120 days | 2012-01-13 | 173 | 0.2659 |
| 134 | quickstart_label | 120 days | 2012-01-14 | 497 | 0.2938 |
| 135 | quickstart_label | 120 days | 2012-01-15 | 849 | 0.2309 |
| 136 | quickstart_label | 120 days | 2012-01-16 | 1070 | 0.2850 |
| 137 | quickstart_label | 120 days | 2012-01-17 | 417 | 0.2422 |
| 138 | quickstart_label | 120 days | 2012-01-18 | 368 | 0.2310 |
| 139 | quickstart_label | 120 days | 2012-01-19 | 88 | 0.3636 |
| 140 | quickstart_label | 120 days | 2012-01-20 | 500 | 0.2440 |
| 141 | quickstart_label | 120 days | 2012-01-21 | 854 | 0.2471 |
| 142 | quickstart_label | 120 days | 2012-01-22 | 1048 | 0.2576 |
| 143 | quickstart_label | 120 days | 2012-01-23 | 720 | 0.2681 |
| 144 | quickstart_label | 120 days | 2012-01-24 | 312 | 0.2468 |
| 145 | quickstart_label | 120 days | 2012-01-25 | 281 | 0.2811 |
| 146 | quickstart_label | 120 days | 2012-01-26 | 202 | 0.2772 |
| 147 | quickstart_label | 120 days | 2012-01-27 | 330 | 0.3273 |
| 148 | quickstart_label | 120 days | 2012-01-28 | 425 | 0.3035 |
| 149 | quickstart_label | 120 days | 2012-01-29 | 847 | 0.3058 |
| 150 | quickstart_label | 120 days | 2012-01-30 | 1041 | 0.3151 |
| 151 | quickstart_label | 120 days | 2012-01-31 | 1245 | 0.3815 |
| 152 | quickstart_label | 120 days | 2012-02-01 | 475 | 0.5516 |
| 153 | quickstart_label | 120 days | 2012-02-02 | 940 | 0.6489 |
| 154 | quickstart_label | 120 days | 2012-02-03 | 558 | 0.6989 |
| 155 | quickstart_label | 120 days | 2012-02-04 | 466 | 0.6116 |
| 156 | quickstart_label | 120 days | 2012-02-05 | 743 | 0.6406 |
| 157 | quickstart_label | 120 days | 2012-02-06 | 888 | 0.6149 |
| 158 | quickstart_label | 120 days | 2012-02-07 | 407 | 0.4988 |
| 159 | quickstart_label | 120 days | 2012-02-08 | 533 | 0.4484 |
| 160 | quickstart_label | 120 days | 2012-02-09 | 250 | 0.3560 |
| 161 | quickstart_label | 120 days | 2012-02-10 | 187 | 0.4332 |
| 162 | quickstart_label | 120 days | 2012-02-11 | 553 | 0.4231 |
| 163 | quickstart_label | 120 days | 2012-02-12 | 662 | 0.4305 |
| 164 | quickstart_label | 120 days | 2012-02-13 | 999 | 0.3934 |
| 165 | quickstart_label | 120 days | 2012-02-14 | 529 | 0.3724 |
| 166 | quickstart_label | 120 days | 2012-02-15 | 171 | 0.4912 |
| 167 | quickstart_label | 120 days | 2012-02-16 | 214 | 0.4065 |
| 168 | quickstart_label | 120 days | 2012-02-17 | 132 | 0.4167 |
| 169 | quickstart_label | 120 days | 2012-02-18 | 309 | 0.3981 |
| 170 | quickstart_label | 120 days | 2012-02-19 | 588 | 0.4235 |
| 171 | quickstart_label | 120 days | 2012-02-20 | 881 | 0.3984 |
| 172 | quickstart_label | 120 days | 2012-02-21 | 281 | 0.4093 |
| 173 | quickstart_label | 120 days | 2012-02-22 | 145 | 0.4000 |
| 174 | quickstart_label | 120 days | 2012-02-23 | 233 | 0.4206 |
| 175 | quickstart_label | 120 days | 2012-02-24 | 143 | 0.3846 |
| 176 | quickstart_label | 120 days | 2012-02-25 | 170 | 0.3882 |
| 177 | quickstart_label | 120 days | 2012-02-26 | 385 | 0.3532 |
| 178 | quickstart_label | 120 days | 2012-02-27 | 401 | 0.3217 |
| 179 | quickstart_label | 120 days | 2012-02-28 | 184 | 0.2989 |
| 180 | quickstart_label | 120 days | 2012-02-29 | 132 | 0.4015 |
| 181 | quickstart_label | 120 days | 2012-03-01 | 170 | 0.3588 |
| 182 | quickstart_label | 120 days | 2012-03-02 | 93 | 0.3118 |
| 183 | quickstart_label | 120 days | 2012-03-03 | 244 | 0.3238 |
| 184 | quickstart_label | 120 days | 2012-03-04 | 193 | 0.3161 |
| 185 | quickstart_label | 120 days | 2012-03-05 | 686 | 0.3382 |
| 186 | quickstart_label | 120 days | 2012-03-06 | 140 | 0.2857 |
| 187 | quickstart_label | 120 days | 2012-03-07 | 119 | 0.3277 |
| 188 | quickstart_label | 120 days | 2012-03-08 | 382 | 0.3194 |
| 189 | quickstart_label | 120 days | 2012-03-09 | 439 | 0.3804 |
| 190 | quickstart_label | 120 days | 2012-03-10 | 600 | 0.3467 |
| 191 | quickstart_label | 120 days | 2012-03-11 | 646 | 0.3344 |
| 192 | quickstart_label | 120 days | 2012-03-12 | 396 | 0.2929 |
| 193 | quickstart_label | 120 days | 2012-03-13 | 171 | 0.3860 |
| 194 | quickstart_label | 120 days | 2012-03-14 | 162 | 0.3889 |
| 195 | quickstart_label | 120 days | 2012-03-15 | 362 | 0.3122 |
| 196 | quickstart_label | 120 days | 2012-03-16 | 578 | 0.3183 |
| 197 | quickstart_label | 120 days | 2012-03-17 | 649 | 0.3559 |
| 198 | quickstart_label | 120 days | 2012-03-18 | 374 | 0.3556 |
| 199 | quickstart_label | 120 days | 2012-03-19 | 380 | 0.3921 |
| 200 | quickstart_label | 120 days | 2012-03-20 | 219 | 0.3973 |
| 201 | quickstart_label | 120 days | 2012-03-21 | 113 | 0.3009 |
| 202 | quickstart_label | 120 days | 2012-03-22 | 140 | 0.4286 |
| 203 | quickstart_label | 120 days | 2012-03-23 | 186 | 0.3817 |
| 204 | quickstart_label | 120 days | 2012-03-24 | 117 | 0.4359 |
| 205 | quickstart_label | 120 days | 2012-03-25 | 180 | 0.3889 |
| 206 | quickstart_label | 120 days | 2012-03-26 | 344 | 0.4157 |
| 207 | quickstart_label | 120 days | 2012-03-27 | 140 | 0.3000 |
| 208 | quickstart_label | 120 days | 2012-03-28 | 135 | 0.3407 |
| 209 | quickstart_label | 120 days | 2012-03-29 | 75 | 0.2933 |
| 210 | quickstart_label | 120 days | 2012-03-30 | 101 | 0.3960 |
| 211 | quickstart_label | 120 days | 2012-03-31 | 171 | 0.3801 |
| 212 | quickstart_label | 120 days | 2012-04-01 | 684 | 0.3743 |
| 213 | quickstart_label | 120 days | 2012-04-02 | 468 | 0.3526 |
| 214 | quickstart_label | 120 days | 2012-04-03 | 146 | 0.3836 |
| 215 | quickstart_label | 120 days | 2012-04-04 | 111 | 0.3964 |
| 216 | quickstart_label | 120 days | 2012-04-05 | 329 | 0.4195 |
| 217 | quickstart_label | 120 days | 2012-04-06 | 153 | 0.3333 |
| 218 | quickstart_label | 120 days | 2012-04-07 | 169 | 0.4379 |
| 219 | quickstart_label | 120 days | 2012-04-08 | 265 | 0.3547 |
| 220 | quickstart_label | 120 days | 2012-04-09 | 227 | 0.3877 |
| 221 | quickstart_label | 120 days | 2012-04-10 | 158 | 0.3418 |
| 222 | quickstart_label | 120 days | 2012-04-11 | 166 | 0.4277 |
| 223 | quickstart_label | 120 days | 2012-04-12 | 151 | 0.3709 |
| 224 | quickstart_label | 120 days | 2012-04-13 | 224 | 0.3973 |
| 225 | quickstart_label | 120 days | 2012-04-14 | 64 | 0.4062 |
| 226 | quickstart_label | 120 days | 2012-04-15 | 309 | 0.4337 |
| 227 | quickstart_label | 120 days | 2012-04-16 | 224 | 0.4062 |
| 228 | quickstart_label | 120 days | 2012-04-17 | 80 | 0.3875 |
| 229 | quickstart_label | 120 days | 2012-04-18 | 205 | 0.3073 |
| 230 | quickstart_label | 120 days | 2012-04-19 | 134 | 0.2910 |
| 231 | quickstart_label | 120 days | 2012-04-20 | 226 | 0.3142 |
| 232 | quickstart_label | 120 days | 2012-04-21 | 105 | 0.2952 |
| 233 | quickstart_label | 120 days | 2012-04-22 | 325 | 0.3138 |
| 234 | quickstart_label | 120 days | 2012-04-23 | 272 | 0.3493 |
| 235 | quickstart_label | 120 days | 2012-04-24 | 101 | 0.2871 |
| 236 | quickstart_label | 120 days | 2012-04-25 | 144 | 0.2986 |
| 237 | quickstart_label | 120 days | 2012-04-26 | 136 | 0.2647 |
| 238 | quickstart_label | 120 days | 2012-04-27 | 73 | 0.2740 |
| 239 | quickstart_label | 120 days | 2012-04-28 | 102 | 0.2941 |
| 240 | quickstart_label | 120 days | 2012-04-29 | 78 | 0.4103 |
| 241 | quickstart_label | 120 days | 2012-04-30 | 141 | 0.3191 |
| 242 | quickstart_label | 120 days | 2012-05-01 | 88 | 0.1705 |
| 243 | quickstart_label | 120 days | 2012-05-02 | 263 | 0.3650 |
| 244 | quickstart_label | 120 days | 2012-05-03 | 214 | 0.2804 |
| 245 | quickstart_label | 120 days | 2012-05-04 | 232 | 0.3578 |
| 246 | quickstart_label | 120 days | 2012-05-05 | 114 | 0.3158 |
| 247 | quickstart_label | 120 days | 2012-05-06 | 193 | 0.3420 |
| 248 | quickstart_label | 120 days | 2012-05-07 | 376 | 0.3298 |
| 249 | quickstart_label | 120 days | 2012-05-08 | 121 | 0.3058 |
| 250 | quickstart_label | 120 days | 2012-05-09 | 101 | 0.3663 |
| 251 | quickstart_label | 120 days | 2012-05-10 | 286 | 0.3811 |
| 252 | quickstart_label | 120 days | 2012-05-11 | 669 | 0.3543 |
| 253 | quickstart_label | 120 days | 2012-05-12 | 152 | 0.3092 |
| 254 | quickstart_label | 120 days | 2012-05-13 | 151 | 0.3907 |
| 255 | quickstart_label | 120 days | 2012-05-14 | 164 | 0.3598 |
| 256 | quickstart_label | 120 days | 2012-05-15 | 90 | 0.3444 |
| 257 | quickstart_label | 120 days | 2012-05-16 | 95 | 0.4421 |
| 258 | quickstart_label | 120 days | 2012-05-17 | 126 | 0.3016 |
| 259 | quickstart_label | 120 days | 2012-05-18 | 135 | 0.3630 |
| 260 | quickstart_label | 120 days | 2012-05-19 | 124 | 0.3952 |
| 261 | quickstart_label | 120 days | 2012-05-20 | 256 | 0.3516 |
| 262 | quickstart_label | 120 days | 2012-05-21 | 211 | 0.3839 |
| 263 | quickstart_label | 120 days | 2012-05-22 | 165 | 0.3758 |
| 264 | quickstart_label | 120 days | 2012-05-23 | 85 | 0.4000 |
| 265 | quickstart_label | 120 days | 2012-05-24 | 122 | 0.4016 |
| 266 | quickstart_label | 120 days | 2012-05-25 | 74 | 0.3108 |
| 267 | quickstart_label | 120 days | 2012-05-26 | 47 | 0.2553 |
| 268 | quickstart_label | 120 days | 2012-05-27 | 191 | 0.3455 |
| 269 | quickstart_label | 120 days | 2012-05-28 | 208 | 0.4231 |
| 270 | quickstart_label | 120 days | 2012-05-29 | 214 | 0.3738 |
| 271 | quickstart_label | 120 days | 2012-05-30 | 78 | 0.3333 |
| 272 | quickstart_label | 120 days | 2012-05-31 | 116 | 0.4052 |
| 273 | quickstart_label | 120 days | 2012-06-01 | 110 | 0.3091 |
| 274 | quickstart_label | 120 days | 2012-06-02 | 88 | 0.3750 |
| 275 | quickstart_label | 120 days | 2012-06-03 | 224 | 0.3839 |
| 276 | quickstart_label | 120 days | 2012-06-04 | 352 | 0.4261 |
| 277 | quickstart_label | 120 days | 2012-06-05 | 12 | 0.0833 |
| 278 | quickstart_label | 120 days | 2012-06-06 | 100 | 0.4400 |
| 279 | quickstart_label | 120 days | 2012-06-07 | 104 | 0.4038 |
| 280 | quickstart_label | 120 days | 2012-06-08 | 133 | 0.3609 |
| 281 | quickstart_label | 120 days | 2012-06-09 | 5 | 0.2000 |
| 282 | quickstart_label | 120 days | 2012-06-10 | 199 | 0.4221 |
| 283 | quickstart_label | 120 days | 2012-06-11 | 165 | 0.4485 |
| 284 | quickstart_label | 120 days | 2012-06-12 | 308 | 0.3994 |
| 285 | quickstart_label | 120 days | 2012-06-13 | 144 | 0.3958 |
| 286 | quickstart_label | 120 days | 2012-06-14 | 57 | 0.4737 |
| 287 | quickstart_label | 120 days | 2012-06-15 | 53 | 0.4340 |
| 288 | quickstart_label | 120 days | 2012-06-16 | 105 | 0.3524 |
| 289 | quickstart_label | 120 days | 2012-06-17 | 227 | 0.3612 |
| 290 | quickstart_label | 120 days | 2012-06-18 | 210 | 0.4143 |
| 291 | quickstart_label | 120 days | 2012-06-19 | 162 | 0.3827 |
| 292 | quickstart_label | 120 days | 2012-06-20 | 126 | 0.4206 |
| 293 | quickstart_label | 120 days | 2012-06-21 | 100 | 0.4900 |
| 294 | quickstart_label | 120 days | 2012-06-22 | 75 | 0.3600 |
| 295 | quickstart_label | 120 days | 2012-06-23 | 53 | 0.3962 |
| 296 | quickstart_label | 120 days | 2012-06-24 | 495 | 0.3818 |
| 297 | quickstart_label | 120 days | 2012-06-25 | 338 | 0.3373 |
| 298 | quickstart_label | 120 days | 2012-06-26 | 126 | 0.3968 |
| 299 | quickstart_label | 120 days | 2012-06-27 | 146 | 0.3699 |
| 300 | quickstart_label | 120 days | 2012-06-28 | 68 | 0.3971 |
| 301 | quickstart_label | 120 days | 2012-06-29 | 54 | 0.4074 |
| 302 | quickstart_label | 120 days | 2012-06-30 | 236 | 0.3644 |
| 303 | quickstart_label | 120 days | 2012-07-01 | 209 | 0.3254 |
| 304 | quickstart_label | 120 days | 2012-07-02 | 443 | 0.3409 |
| 305 | quickstart_label | 120 days | 2012-07-03 | 134 | 0.3881 |
| 306 | quickstart_label | 120 days | 2012-07-04 | 143 | 0.3706 |
| 307 | quickstart_label | 120 days | 2012-07-05 | 86 | 0.3953 |
| 308 | quickstart_label | 120 days | 2012-07-06 | 88 | 0.3182 |
| 309 | quickstart_label | 120 days | 2012-07-07 | 63 | 0.3333 |
| 310 | quickstart_label | 120 days | 2012-07-08 | 180 | 0.3722 |
| 311 | quickstart_label | 120 days | 2012-07-09 | 74 | 0.3514 |
| 312 | quickstart_label | 120 days | 2012-07-10 | 56 | 0.2857 |
| 313 | quickstart_label | 120 days | 2012-07-11 | 159 | 0.3711 |
| 314 | quickstart_label | 120 days | 2012-07-12 | 91 | 0.3956 |
| 315 | quickstart_label | 120 days | 2012-07-13 | 99 | 0.2929 |
| 316 | quickstart_label | 120 days | 2012-07-14 | 99 | 0.2525 |
| 317 | quickstart_label | 120 days | 2012-07-15 | 684 | 0.3787 |
| 318 | quickstart_label | 120 days | 2012-07-16 | 348 | 0.4138 |
| 319 | quickstart_label | 120 days | 2012-07-17 | 202 | 0.4208 |
| 320 | quickstart_label | 120 days | 2012-07-18 | 162 | 0.3951 |
| 321 | quickstart_label | 120 days | 2012-07-19 | 214 | 0.3832 |
| 322 | quickstart_label | 120 days | 2012-07-20 | 87 | 0.3678 |
| 323 | quickstart_label | 120 days | 2012-07-21 | 138 | 0.3768 |
| 324 | quickstart_label | 120 days | 2012-07-22 | 269 | 0.3941 |
| 325 | quickstart_label | 120 days | 2012-07-23 | 302 | 0.4007 |
| 326 | quickstart_label | 120 days | 2012-07-24 | 194 | 0.4278 |
| 327 | quickstart_label | 120 days | 2012-07-25 | 174 | 0.2874 |
| 328 | quickstart_label | 120 days | 2012-07-26 | 229 | 0.3886 |
| 329 | quickstart_label | 120 days | 2012-07-27 | 127 | 0.4094 |
| 330 | quickstart_label | 120 days | 2012-07-28 | 296 | 0.4291 |
| 331 | quickstart_label | 120 days | 2012-07-29 | 885 | 0.4045 |
| 332 | quickstart_label | 120 days | 2012-07-30 | 181 | 0.3536 |
| 333 | quickstart_label | 120 days | 2012-07-31 | 88 | 0.4318 |
| 334 | quickstart_label | 120 days | 2012-08-01 | 338 | 0.4467 |
| 335 | quickstart_label | 120 days | 2012-08-02 | 118 | 0.3814 |
| 336 | quickstart_label | 120 days | 2012-08-03 | 103 | 0.3495 |
| 337 | quickstart_label | 120 days | 2012-08-04 | 166 | 0.4277 |
| 338 | quickstart_label | 120 days | 2012-08-05 | 276 | 0.3696 |
| 339 | quickstart_label | 120 days | 2012-08-06 | 246 | 0.3821 |
| 340 | quickstart_label | 120 days | 2012-08-07 | 208 | 0.3750 |
| 341 | quickstart_label | 120 days | 2012-08-08 | 233 | 0.3691 |
| 342 | quickstart_label | 120 days | 2012-08-09 | 71 | 0.3803 |
| 343 | quickstart_label | 120 days | 2012-08-10 | 284 | 0.3873 |
| 344 | quickstart_label | 120 days | 2012-08-11 | 285 | 0.3579 |
| 345 | quickstart_label | 120 days | 2012-08-12 | 687 | 0.3726 |
| 346 | quickstart_label | 120 days | 2012-08-13 | 293 | 0.3959 |
| 347 | quickstart_label | 120 days | 2012-08-14 | 464 | 0.3534 |
| 348 | quickstart_label | 120 days | 2012-08-15 | 360 | 0.4000 |
| 349 | quickstart_label | 120 days | 2012-08-16 | 372 | 0.3522 |
| 350 | quickstart_label | 120 days | 2012-08-17 | 141 | 0.4043 |
| 351 | quickstart_label | 120 days | 2012-08-18 | 243 | 0.3580 |
| 352 | quickstart_label | 120 days | 2012-08-19 | 483 | 0.3540 |
| 353 | quickstart_label | 120 days | 2012-08-20 | 168 | 0.3631 |
| 354 | quickstart_label | 120 days | 2012-08-21 | 504 | 0.3234 |
| 355 | quickstart_label | 120 days | 2012-08-22 | 359 | 0.3036 |
| 356 | quickstart_label | 120 days | 2012-08-23 | 384 | 0.3333 |
| 357 | quickstart_label | 120 days | 2012-08-24 | 219 | 0.3379 |
| 358 | quickstart_label | 120 days | 2012-08-25 | 348 | 0.3879 |
| 359 | quickstart_label | 120 days | 2012-08-26 | 495 | 0.3374 |
| 360 | quickstart_label | 120 days | 2012-08-27 | 138 | 0.3406 |
| 361 | quickstart_label | 120 days | 2012-08-28 | 350 | 0.3657 |
| 362 | quickstart_label | 120 days | 2012-08-29 | 453 | 0.3642 |
| 363 | quickstart_label | 120 days | 2012-08-30 | 590 | 0.3169 |
| 364 | quickstart_label | 120 days | 2012-08-31 | 450 | 0.3422 |
| 365 | quickstart_label | 120 days | 2012-09-01 | 239 | 0.3096 |
| 366 | quickstart_label | 120 days | 2012-09-02 | 480 | 0.3000 |
| 367 | quickstart_label | 120 days | 2012-09-03 | 1109 | 0.2759 |
| 368 | quickstart_label | 120 days | 2012-09-04 | 617 | 0.1313 |
| 369 | quickstart_label | 120 days | 2012-09-05 | 630 | 0.2127 |
| 370 | quickstart_label | 120 days | 2012-09-06 | 760 | 0.2276 |
| 371 | quickstart_label | 120 days | 2012-09-07 | 384 | 0.2552 |
| 372 | quickstart_label | 120 days | 2012-09-08 | 327 | 0.2783 |
| 373 | quickstart_label | 120 days | 2012-09-09 | 932 | 0.2811 |
| 374 | quickstart_label | 120 days | 2012-09-10 | 475 | 0.2779 |
| 375 | quickstart_label | 120 days | 2012-09-11 | 478 | 0.2657 |
| 376 | quickstart_label | 120 days | 2012-09-12 | 511 | 0.2524 |
| 377 | quickstart_label | 120 days | 2012-09-13 | 324 | 0.2222 |
| 378 | quickstart_label | 120 days | 2012-09-14 | 80 | 0.3250 |
| 379 | quickstart_label | 120 days | 2012-09-15 | 292 | 0.2603 |
| 380 | quickstart_label | 120 days | 2012-09-16 | 336 | 0.3065 |
| 381 | quickstart_label | 120 days | 2012-09-17 | 713 | 0.2875 |
| 382 | quickstart_label | 120 days | 2012-09-18 | 529 | 0.2836 |
| 383 | quickstart_label | 120 days | 2012-09-19 | 571 | 0.2890 |
| 384 | quickstart_label | 120 days | 2012-09-20 | 113 | 0.2920 |
| 385 | quickstart_label | 120 days | 2012-09-21 | 425 | 0.2800 |
| 386 | quickstart_label | 120 days | 2012-09-22 | 238 | 0.3193 |
| 387 | quickstart_label | 120 days | 2012-09-23 | 385 | 0.3013 |
| 388 | quickstart_label | 120 days | 2012-09-24 | 673 | 0.2927 |
| 389 | quickstart_label | 120 days | 2012-09-25 | 260 | 0.2846 |
| 390 | quickstart_label | 120 days | 2012-09-26 | 418 | 0.2895 |
| 391 | quickstart_label | 120 days | 2012-09-27 | 564 | 0.2961 |
| 392 | quickstart_label | 120 days | 2012-09-28 | 210 | 0.2952 |
| 393 | quickstart_label | 120 days | 2012-09-29 | 198 | 0.3737 |
| 394 | quickstart_label | 120 days | 2012-09-30 | 669 | 0.2975 |
| 395 | quickstart_label | 120 days | 2012-10-01 | 1490 | 0.2893 |
| 396 | quickstart_label | 120 days | 2012-10-02 | 374 | 0.2727 |
| 397 | quickstart_label | 120 days | 2012-10-03 | 493 | 0.2617 |
| 398 | quickstart_label | 120 days | 2012-10-04 | 236 | 0.2839 |
| 399 | quickstart_label | 120 days | 2012-10-05 | 167 | 0.1856 |
| 400 | quickstart_label | 120 days | 2012-10-06 | 510 | 0.2843 |
| 401 | quickstart_label | 120 days | 2012-10-07 | 846 | 0.2920 |
| 402 | quickstart_label | 120 days | 2012-10-08 | 1133 | 0.2736 |
| 403 | quickstart_label | 120 days | 2012-10-09 | 484 | 0.2665 |
| 404 | quickstart_label | 120 days | 2012-10-10 | 603 | 0.2919 |
| 405 | quickstart_label | 120 days | 2012-10-11 | 419 | 0.2840 |
| 406 | quickstart_label | 120 days | 2012-10-12 | 116 | 0.2155 |
| 407 | quickstart_label | 120 days | 2012-10-13 | 552 | 0.2536 |
| 408 | quickstart_label | 120 days | 2012-10-14 | 472 | 0.3390 |
| 409 | quickstart_label | 120 days | 2012-10-15 | 805 | 0.3242 |
| 410 | quickstart_label | 120 days | 2012-10-16 | 912 | 0.2884 |
| 411 | quickstart_label | 120 days | 2012-10-17 | 752 | 0.2660 |
| 412 | quickstart_label | 120 days | 2012-10-18 | 374 | 0.2914 |
| 413 | quickstart_label | 120 days | 2012-10-19 | 219 | 0.3699 |
| 414 | quickstart_label | 120 days | 2012-10-20 | 447 | 0.2864 |
| 415 | quickstart_label | 120 days | 2012-10-21 | 479 | 0.2735 |
| 416 | quickstart_label | 120 days | 2012-10-22 | 995 | 0.3065 |
| 417 | quickstart_label | 120 days | 2012-10-23 | 406 | 0.2833 |
| 418 | quickstart_label | 120 days | 2012-10-24 | 577 | 0.3050 |
| 419 | quickstart_label | 120 days | 2012-10-25 | 427 | 0.3279 |
| 420 | quickstart_label | 120 days | 2012-10-26 | 174 | 0.2989 |
| 421 | quickstart_label | 120 days | 2012-10-27 | 302 | 0.3245 |
| 422 | quickstart_label | 120 days | 2012-10-28 | 367 | 0.2834 |
| 423 | quickstart_label | 120 days | 2012-10-29 | 371 | 0.3396 |
| 424 | quickstart_label | 120 days | 2012-10-30 | 392 | 0.3520 |
| 425 | quickstart_label | 120 days | 2012-10-31 | 144 | 0.2917 |
| 426 | quickstart_label | 120 days | 2012-11-01 | 249 | 0.2892 |
| 427 | quickstart_label | 120 days | 2012-11-02 | 262 | 0.3321 |
| 428 | quickstart_label | 120 days | 2012-11-03 | 582 | 0.3505 |
| 429 | quickstart_label | 120 days | 2012-11-04 | 381 | 0.3911 |
| 430 | quickstart_label | 120 days | 2012-11-05 | 936 | 0.3397 |
| 431 | quickstart_label | 120 days | 2012-11-06 | 411 | 0.3382 |
| 432 | quickstart_label | 120 days | 2012-11-07 | 405 | 0.3827 |
| 433 | quickstart_label | 120 days | 2012-11-08 | 217 | 0.2535 |
| 434 | quickstart_label | 120 days | 2012-11-09 | 44 | 0.1591 |
| 435 | quickstart_label | 120 days | 2012-11-10 | 434 | 0.3548 |
| 436 | quickstart_label | 120 days | 2012-11-11 | 152 | 0.3618 |
| 437 | quickstart_label | 120 days | 2012-11-12 | 569 | 0.4025 |
| 438 | quickstart_label | 120 days | 2012-11-13 | 361 | 0.3795 |
| 439 | quickstart_label | 120 days | 2012-11-14 | 174 | 0.3448 |
| 440 | quickstart_label | 120 days | 2012-11-15 | 164 | 0.3354 |
| 441 | quickstart_label | 120 days | 2012-11-16 | 172 | 0.3140 |
| 442 | quickstart_label | 120 days | 2012-11-17 | 196 | 0.3622 |
| 443 | quickstart_label | 120 days | 2012-11-18 | 283 | 0.3004 |
| 444 | quickstart_label | 120 days | 2012-11-19 | 564 | 0.3759 |
| 445 | quickstart_label | 120 days | 2012-11-20 | 484 | 0.2975 |
| 446 | quickstart_label | 120 days | 2012-11-21 | 465 | 0.3269 |
| 447 | quickstart_label | 120 days | 2012-11-22 | 563 | 0.3321 |
| 448 | quickstart_label | 120 days | 2012-11-23 | 220 | 0.3045 |
| 449 | quickstart_label | 120 days | 2012-11-24 | 182 | 0.2802 |
| 450 | quickstart_label | 120 days | 2012-11-25 | 16 | 0.3750 |
| 451 | quickstart_label | 120 days | 2012-11-26 | 325 | 0.3015 |
| 452 | quickstart_label | 120 days | 2012-11-27 | 169 | 0.2840 |
| 453 | quickstart_label | 120 days | 2012-11-28 | 126 | 0.3651 |
| 454 | quickstart_label | 120 days | 2012-11-29 | 299 | 0.3311 |
| 455 | quickstart_label | 120 days | 2012-11-30 | 250 | 0.2960 |
| 456 | quickstart_label | 120 days | 2012-12-01 | 494 | 0.3725 |
| 457 | quickstart_label | 120 days | 2012-12-02 | 479 | 0.3674 |
| 458 | quickstart_label | 120 days | 2012-12-03 | 737 | 0.2836 |
| 459 | quickstart_label | 120 days | 2012-12-04 | 90 | 0.2444 |
| 460 | quickstart_label | 120 days | 2012-12-05 | 204 | 0.3284 |
| 461 | quickstart_label | 120 days | 2012-12-06 | 141 | 0.4255 |
| 462 | quickstart_label | 120 days | 2012-12-07 | 259 | 0.3514 |
| 463 | quickstart_label | 120 days | 2012-12-08 | 116 | 0.3534 |
| 464 | quickstart_label | 120 days | 2012-12-09 | 426 | 0.3991 |
| 465 | quickstart_label | 120 days | 2012-12-10 | 530 | 0.3075 |
| 466 | quickstart_label | 120 days | 2012-12-11 | 137 | 0.3942 |
| 467 | quickstart_label | 120 days | 2012-12-12 | 368 | 0.3397 |
| 468 | quickstart_label | 120 days | 2012-12-13 | 723 | 0.3499 |
| 469 | quickstart_label | 120 days | 2012-12-14 | 838 | 0.3270 |
| 470 | quickstart_label | 120 days | 2012-12-15 | 456 | 0.3487 |
| 471 | quickstart_label | 120 days | 2012-12-16 | 504 | 0.3115 |
| 472 | quickstart_label | 120 days | 2012-12-17 | 270 | 0.3222 |
| 473 | quickstart_label | 120 days | 2012-12-18 | 224 | 0.3438 |
| 474 | quickstart_label | 120 days | 2012-12-19 | 281 | 0.3665 |
| 475 | quickstart_label | 120 days | 2012-12-20 | 279 | 0.3333 |
| 476 | quickstart_label | 120 days | 2012-12-21 | 169 | 0.3373 |
| 477 | quickstart_label | 120 days | 2012-12-22 | 97 | 0.2371 |
| 478 | quickstart_label | 120 days | 2012-12-23 | 297 | 0.3771 |
| 479 | quickstart_label | 120 days | 2012-12-24 | 239 | 0.2636 |
| 480 | quickstart_label | 120 days | 2012-12-25 | 163 | 0.3006 |
| 481 | quickstart_label | 120 days | 2012-12-26 | 199 | 0.2864 |
| 482 | quickstart_label | 120 days | 2012-12-27 | 106 | 0.2642 |
| 483 | quickstart_label | 120 days | 2012-12-28 | 307 | 0.2834 |
| 484 | quickstart_label | 120 days | 2012-12-29 | 234 | 0.3376 |
| 485 | quickstart_label | 120 days | 2012-12-30 | 77 | 0.3896 |
| 486 | quickstart_label | 120 days | 2012-12-31 | 104 | 0.2885 |
| 487 | quickstart_label | 120 days | 2013-01-01 | 136 | 0.3456 |
| 488 | quickstart_label | 120 days | 2013-01-02 | 240 | 0.3750 |
| 489 | quickstart_label | 120 days | 2013-01-03 | 194 | 0.4072 |
| 490 | quickstart_label | 120 days | 2013-01-04 | 140 | 0.3929 |
| 491 | quickstart_label | 120 days | 2013-01-05 | 63 | 0.5238 |
| 492 | quickstart_label | 120 days | 2013-01-06 | 289 | 0.3045 |
| 493 | quickstart_label | 120 days | 2013-01-07 | 347 | 0.4179 |
| 494 | quickstart_label | 120 days | 2013-01-08 | 158 | 0.3734 |
| 495 | quickstart_label | 120 days | 2013-01-09 | 209 | 0.4019 |
| 496 | quickstart_label | 120 days | 2013-01-10 | 143 | 0.2797 |
| 497 | quickstart_label | 120 days | 2013-01-11 | 115 | 0.3478 |
| 498 | quickstart_label | 120 days | 2013-01-12 | 102 | 0.4510 |
| 499 | quickstart_label | 120 days | 2013-01-13 | 316 | 0.3639 |
| 500 | quickstart_label | 120 days | 2013-01-14 | 406 | 0.3941 |
| 501 | quickstart_label | 120 days | 2013-01-15 | 322 | 0.3230 |
| 502 | quickstart_label | 120 days | 2013-01-16 | 211 | 0.4360 |
| 503 | quickstart_label | 120 days | 2013-01-17 | 337 | 0.3531 |
| 504 | quickstart_label | 120 days | 2013-01-18 | 265 | 0.3887 |
| 505 | quickstart_label | 120 days | 2013-01-19 | 220 | 0.3545 |
| 506 | quickstart_label | 120 days | 2013-01-20 | 308 | 0.3312 |
| 507 | quickstart_label | 120 days | 2013-01-21 | 501 | 0.3174 |
| 508 | quickstart_label | 120 days | 2013-01-22 | 396 | 0.3232 |
| 509 | quickstart_label | 120 days | 2013-01-23 | 256 | 0.3320 |
| 510 | quickstart_label | 120 days | 2013-01-24 | 137 | 0.3139 |
| 511 | quickstart_label | 120 days | 2013-01-25 | 323 | 0.3406 |
| 512 | quickstart_label | 120 days | 2013-01-26 | 382 | 0.3037 |
| 513 | quickstart_label | 120 days | 2013-01-27 | 507 | 0.3393 |
| 514 | quickstart_label | 120 days | 2013-01-28 | 371 | 0.2642 |
| 515 | quickstart_label | 120 days | 2013-01-29 | 243 | 0.2798 |
| 516 | quickstart_label | 120 days | 2013-01-30 | 403 | 0.2581 |
| 517 | quickstart_label | 120 days | 2013-01-31 | 89 | 0.3146 |
In [9]:
cohort_summary[['cohort_size', 'baserate']].describe()
Out[9]:
| cohort_size | baserate | |
|---|---|---|
| count | 518.0000 | 518.0000 |
| mean | 318.8668 | 0.3327 |
| std | 228.7667 | 0.0699 |
| min | 5.0000 | 0.0833 |
| 25% | 156.0000 | 0.2874 |
| 50% | 249.5000 | 0.3320 |
| 75% | 423.7500 | 0.3766 |
| max | 1490.0000 | 0.6989 |
4. Predictors¶
In [10]:
features = list_all_features(db_engine, experiment_hashes[0])
features
Out[10]:
| feature_group | feature_name | metrics | time_horizons | feature_type | imputation | |
|---|---|---|---|---|---|---|
| 0 | donation_features | district_funding_rate_1yr | sum | all | continuous_aggregate | {"all": {"type": "constant", "value": 0}} |
| 1 | donation_features | zip_avg_donations_1yr | sum | all | continuous_aggregate | {"all": {"type": "constant", "value": 0}} |
| 2 | donation_features | zip_funding_rate_1yr | sum | all | continuous_aggregate | {"all": {"type": "constant", "value": 0}} |
| 3 | donation_features | teacher_avg_donations_2yr | sum | all | continuous_aggregate | {"all": {"type": "constant", "value": 0}} |
| 4 | donation_features | teacher_funding_rate_2yr | sum | all | continuous_aggregate | {"all": {"type": "constant", "value": 0}} |
| 5 | donation_features | teacher_avg_donations_1yr | sum | all | continuous_aggregate | {"all": {"type": "constant", "value": 0}} |
| 6 | donation_features | teacher_funding_rate_1yr | sum | all | continuous_aggregate | {"all": {"type": "constant", "value": 0}} |
| 7 | donation_features | district_avg_donations_2yr | sum | all | continuous_aggregate | {"all": {"type": "constant", "value": 0}} |
| 8 | donation_features | district_funding_rate_2yr | sum | all | continuous_aggregate | {"all": {"type": "constant", "value": 0}} |
| 9 | donation_features | district_avg_donations_1yr | sum | all | continuous_aggregate | {"all": {"type": "constant", "value": 0}} |
| 10 | donation_features | zip_avg_donations_2yr | sum | all | continuous_aggregate | {"all": {"type": "constant", "value": 0}} |
| 11 | donation_features | zip_funding_rate_2yr | sum | all | continuous_aggregate | {"all": {"type": "constant", "value": 0}} |
| 12 | essay_features | length(essay)::int | sum | all | continuous_aggregate | {"all": {"type": "zero"}} |
| 13 | project_features | school_state | sum | all | categorical_aggregate | {"all": {"type": "null_category"}} |
| 14 | project_features | teacher_prefix | sum | all | categorical_aggregate | {"all": {"type": "null_category"}} |
| 15 | project_features | grade_level | sum | all | categorical_aggregate | {"all": {"type": "null_category"}} |
| 16 | project_features | poverty_level | sum | all | categorical_aggregate | {"all": {"type": "null_category"}} |
| 17 | project_features | resource_type | sum | all | categorical_aggregate | {"all": {"type": "null_category"}} |
| 18 | project_features | school_metro | sum | all | categorical_aggregate | {"all": {"type": "null_category"}} |
| 19 | project_features | total_asking_price | sum | all | continuous_aggregate | {"all": {"type": "zero"}} |
| 20 | resources_features | item_quantity | sum | all | continuous_aggregate | {"all": {"type": "zero"}} |
| 21 | resources_features | item_unit_price | sum | all | continuous_aggregate | {"all": {"type": "zero"}} |
4.1 Missingness of Features¶
In [11]:
feature_missingness_stats(db_engine)
2024-09-05 16:30:16 - INFO 5 Tables
Out[11]:
| mean (%) | min (%) | max (%) | |
|---|---|---|---|
| resources_features_entity_id_all_item_quantity | 1.3722 | 0.0 | 27.3973 |
| resources_features_entity_id_all_item_unit_price | 1.3722 | 0.0 | 27.3973 |
| donation_features_entity_id_all_district_avg_donations_1yr | 31.6839 | 0.0 | 53.8947 |
| donation_features_entity_id_all_district_avg_donations_2yr | 20.8356 | 0.0 | 36.1702 |
| donation_features_entity_id_all_district_funding_rate_1yr | 28.9151 | 0.0 | 48.6316 |
| donation_features_entity_id_all_district_funding_rate_2yr | 18.4579 | 0.0 | 36.1702 |
| donation_features_entity_id_all_teacher_avg_donations_1yr | 62.4781 | 0.0 | 91.9355 |
| donation_features_entity_id_all_teacher_avg_donations_2yr | 53.8363 | 0.0 | 89.0681 |
| donation_features_entity_id_all_teacher_funding_rate_1yr | 60.5686 | 0.0 | 90.5018 |
| donation_features_entity_id_all_teacher_funding_rate_2yr | 52.1607 | 0.0 | 88.1720 |
| donation_features_entity_id_all_zip_avg_donations_1yr | 9.2967 | 0.0 | 25.7009 |
| donation_features_entity_id_all_zip_avg_donations_2yr | 4.6881 | 0.0 | 17.7994 |
| donation_features_entity_id_all_zip_funding_rate_1yr | 7.7973 | 0.0 | 24.2991 |
| donation_features_entity_id_all_zip_funding_rate_2yr | 3.9644 | 0.0 | 17.7994 |
5. Model Groups Built¶
In [12]:
summarize_model_groups(db_engine, experiment_hashes)
Out[12]:
| model_group_id | model_type | hyperparameters | |
|---|---|---|---|
| 0 | 813 | sklearn.dummy.DummyClassifier | {'strategy': 'prior'} |
| 1 | 591 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} |
| 2 | 592 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} |
| 3 | 593 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} |
| 4 | 594 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} |
| 5 | 595 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} |
| 6 | 596 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} |
| 7 | 597 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} |
| 8 | 598 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} |
| 9 | 599 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} |
| 10 | 600 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} |
| 11 | 601 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} |
| 12 | 602 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} |
| 13 | 603 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} |
| 14 | 604 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} |
| 15 | 605 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} |
| 16 | 606 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} |
| 17 | 607 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} |
| 18 | 608 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} |
| 19 | 609 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} |
| 20 | 610 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} |
| 21 | 611 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} |
| 22 | 612 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} |
| 23 | 613 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} |
| 24 | 614 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} |
| 25 | 615 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} |
| 26 | 616 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} |
| 27 | 617 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} |
| 28 | 618 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} |
| 29 | 619 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} |
| 30 | 620 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} |
| 31 | 621 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} |
| 32 | 622 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} |
| 33 | 623 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} |
| 34 | 624 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} |
| 35 | 625 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} |
| 36 | 626 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} |
| 37 | 627 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} |
| 38 | 628 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} |
| 39 | 629 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} |
| 40 | 630 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} |
| 41 | 631 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} |
| 42 | 632 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} |
| 43 | 633 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} |
| 44 | 634 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} |
| 45 | 635 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} |
| 46 | 636 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} |
| 47 | 637 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} |
| 48 | 638 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} |
| 49 | 639 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} |
| 50 | 640 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} |
| 51 | 641 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} |
| 52 | 642 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} |
| 53 | 643 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} |
| 54 | 644 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} |
| 55 | 645 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} |
| 56 | 646 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} |
| 57 | 647 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} |
| 58 | 648 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} |
| 59 | 649 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} |
| 60 | 650 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} |
| 61 | 651 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} |
| 62 | 652 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} |
| 63 | 653 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} |
| 64 | 654 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} |
| 65 | 655 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} |
| 66 | 656 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} |
| 67 | 657 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} |
| 68 | 658 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} |
| 69 | 659 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} |
| 70 | 660 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} |
| 71 | 661 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} |
| 72 | 662 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} |
| 73 | 663 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} |
| 74 | 664 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} |
| 75 | 665 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} |
| 76 | 666 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} |
| 77 | 667 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} |
| 78 | 668 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} |
| 79 | 669 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} |
| 80 | 670 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} |
| 81 | 671 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} |
| 82 | 672 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} |
| 83 | 673 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} |
| 84 | 674 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} |
| 85 | 675 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} |
| 86 | 676 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} |
| 87 | 677 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} |
| 88 | 678 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} |
| 89 | 679 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} |
| 90 | 680 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} |
| 91 | 681 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} |
| 92 | 682 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} |
| 93 | 683 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} |
| 94 | 684 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} |
| 95 | 685 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} |
| 96 | 686 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} |
| 97 | 687 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} |
| 98 | 688 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} |
| 99 | 689 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} |
| 100 | 690 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} |
| 101 | 691 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} |
| 102 | 692 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} |
| 103 | 693 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} |
| 104 | 694 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} |
| 105 | 695 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} |
| 106 | 696 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} |
| 107 | 697 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} |
| 108 | 698 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} |
| 109 | 699 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} |
| 110 | 700 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} |
| 111 | 701 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} |
| 112 | 702 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} |
| 113 | 703 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} |
| 114 | 704 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} |
| 115 | 705 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} |
| 116 | 706 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} |
| 117 | 707 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} |
| 118 | 708 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} |
| 119 | 709 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} |
| 120 | 710 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} |
| 121 | 711 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} |
| 122 | 712 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} |
| 123 | 713 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} |
| 124 | 714 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} |
| 125 | 715 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} |
| 126 | 716 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} |
| 127 | 717 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} |
| 128 | 718 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} |
| 129 | 719 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} |
| 130 | 720 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} |
| 131 | 721 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} |
| 132 | 722 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} |
| 133 | 723 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} |
| 134 | 724 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} |
| 135 | 725 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} |
| 136 | 726 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} |
| 137 | 727 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} |
| 138 | 728 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} |
| 139 | 729 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} |
| 140 | 730 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} |
| 141 | 731 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} |
| 142 | 732 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} |
| 143 | 733 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} |
| 144 | 734 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} |
| 145 | 735 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} |
| 146 | 736 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} |
| 147 | 737 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} |
| 148 | 738 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} |
| 149 | 739 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} |
| 150 | 740 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} |
| 151 | 741 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} |
| 152 | 742 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} |
| 153 | 743 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} |
| 154 | 744 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} |
| 155 | 745 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} |
| 156 | 746 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} |
| 157 | 747 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} |
| 158 | 748 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} |
| 159 | 749 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} |
| 160 | 750 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} |
| 161 | 751 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} |
| 162 | 752 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} |
| 163 | 753 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} |
| 164 | 754 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} |
| 165 | 755 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} |
| 166 | 756 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} |
| 167 | 757 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} |
| 168 | 758 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} |
| 169 | 759 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} |
| 170 | 760 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} |
| 171 | 761 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} |
| 172 | 762 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} |
| 173 | 763 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} |
| 174 | 764 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} |
| 175 | 765 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} |
| 176 | 766 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} |
| 177 | 767 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} |
| 178 | 768 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} |
| 179 | 769 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} |
| 180 | 770 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} |
| 181 | 771 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} |
| 182 | 772 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} |
| 183 | 773 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} |
| 184 | 774 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} |
| 185 | 775 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} |
| 186 | 776 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} |
| 187 | 777 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} |
| 188 | 778 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} |
| 189 | 779 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} |
| 190 | 780 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} |
| 191 | 781 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} |
| 192 | 782 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} |
| 193 | 797 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 2} |
| 194 | 798 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 10} |
| 195 | 799 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 25} |
| 196 | 800 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 50} |
| 197 | 801 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 2} |
| 198 | 802 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 10} |
| 199 | 803 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 25} |
| 200 | 804 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 50} |
| 201 | 805 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 2} |
| 202 | 806 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 10} |
| 203 | 807 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 25} |
| 204 | 808 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 50} |
| 205 | 809 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 2} |
| 206 | 810 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 10} |
| 207 | 811 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 25} |
| 208 | 812 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 50} |
| 209 | 814 | triage.component.catwalk.baselines.rankers.BaselineRankMultiFeature | {'rules': [{'feature': 'project_features_entity_id_all_total_asking_price_sum', 'low_value_high_score': False}]} |
| 210 | 783 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} |
| 211 | 784 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} |
| 212 | 785 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} |
| 213 | 786 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} |
| 214 | 787 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} |
| 215 | 788 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} |
| 216 | 789 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} |
| 217 | 790 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} |
| 218 | 791 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} |
| 219 | 792 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} |
| 220 | 793 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} |
| 221 | 794 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} |
| 222 | 795 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} |
| 223 | 796 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} |
6. All Models Built¶
In [13]:
list_all_models(db_engine, experiment_hashes)
Out[13]:
| model_id | model_group_id | model_type | hyperparameters | train_end_time | |
|---|---|---|---|---|---|
| 0 | 7071 | 813 | sklearn.dummy.DummyClassifier | {'strategy': 'prior'} | 2012-09-01 |
| 1 | 7134 | 813 | sklearn.dummy.DummyClassifier | {'strategy': 'prior'} | 2012-11-01 |
| 2 | 6945 | 813 | sklearn.dummy.DummyClassifier | {'strategy': 'prior'} | 2012-05-01 |
| 3 | 7039 | 813 | sklearn.dummy.DummyClassifier | {'strategy': 'prior'} | 2012-08-01 |
| 4 | 6913 | 813 | sklearn.dummy.DummyClassifier | {'strategy': 'prior'} | 2012-04-01 |
| 5 | 7007 | 813 | sklearn.dummy.DummyClassifier | {'strategy': 'prior'} | 2012-07-01 |
| 6 | 7167 | 813 | sklearn.dummy.DummyClassifier | {'strategy': 'prior'} | 2012-12-01 |
| 7 | 6849 | 813 | sklearn.dummy.DummyClassifier | {'strategy': 'prior'} | 2012-02-01 |
| 8 | 7103 | 813 | sklearn.dummy.DummyClassifier | {'strategy': 'prior'} | 2012-10-01 |
| 9 | 7199 | 813 | sklearn.dummy.DummyClassifier | {'strategy': 'prior'} | 2013-01-01 |
| 10 | 6881 | 813 | sklearn.dummy.DummyClassifier | {'strategy': 'prior'} | 2012-03-01 |
| 11 | 6976 | 813 | sklearn.dummy.DummyClassifier | {'strategy': 'prior'} | 2012-06-01 |
| 12 | 8664 | 717 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-09-01 |
| 13 | 8312 | 741 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-07-01 |
| 14 | 8863 | 724 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-10-01 |
| 15 | 7261 | 650 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-02-01 |
| 16 | 7765 | 770 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-04-01 |
| 17 | 8643 | 696 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-09-01 |
| 18 | 7207 | 596 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-02-01 |
| 19 | 7615 | 620 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-04-01 |
| 20 | 8711 | 764 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-09-01 |
| 21 | 8987 | 656 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-11-01 |
| 22 | 8239 | 668 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-07-01 |
| 23 | 9353 | 638 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2013-01-01 |
| 24 | 7524 | 721 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-03-01 |
| 25 | 8538 | 775 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-08-01 |
| 26 | 7970 | 591 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-06-01 |
| 27 | 7937 | 750 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-05-01 |
| 28 | 8872 | 733 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-10-01 |
| 29 | 7599 | 604 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-04-01 |
| 30 | 8236 | 665 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-07-01 |
| 31 | 9053 | 722 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-11-01 |
| 32 | 7740 | 745 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-04-01 |
| 33 | 8815 | 676 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-10-01 |
| 34 | 7423 | 620 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-03-01 |
| 35 | 8948 | 617 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-11-01 |
| 36 | 8155 | 776 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-06-01 |
| 37 | 8232 | 661 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-07-01 |
| 38 | 9273 | 750 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-12-01 |
| 39 | 7412 | 609 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-03-01 |
| 40 | 7884 | 697 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-05-01 |
| 41 | 9266 | 743 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-12-01 |
| 42 | 7944 | 757 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-05-01 |
| 43 | 8536 | 773 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-08-01 |
| 44 | 7769 | 774 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-04-01 |
| 45 | 8799 | 660 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-10-01 |
| 46 | 7691 | 696 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-04-01 |
| 47 | 9478 | 763 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2013-01-01 |
| 48 | 7627 | 632 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-04-01 |
| 49 | 7372 | 761 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-02-01 |
| 50 | 8124 | 745 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-06-01 |
| 51 | 9164 | 641 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-12-01 |
| 52 | 9064 | 733 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-11-01 |
| 53 | 8016 | 637 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-06-01 |
| 54 | 7699 | 704 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-04-01 |
| 55 | 8773 | 634 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-10-01 |
| 56 | 7510 | 707 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-03-01 |
| 57 | 9005 | 674 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-11-01 |
| 58 | 7419 | 616 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-03-01 |
| 59 | 7946 | 759 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-05-01 |
| 60 | 8670 | 723 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-09-01 |
| 61 | 8844 | 705 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-10-01 |
| 62 | 7500 | 697 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-03-01 |
| 63 | 9169 | 646 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-12-01 |
| 64 | 7410 | 607 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-03-01 |
| 65 | 7607 | 612 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-04-01 |
| 66 | 7811 | 624 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-05-01 |
| 67 | 9456 | 741 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2013-01-01 |
| 68 | 8403 | 640 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-08-01 |
| 69 | 7676 | 681 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-04-01 |
| 70 | 8462 | 699 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-08-01 |
| 71 | 7711 | 716 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-04-01 |
| 72 | 8985 | 654 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-11-01 |
| 73 | 8889 | 750 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-10-01 |
| 74 | 7629 | 634 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-04-01 |
| 75 | 9413 | 698 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2013-01-01 |
| 76 | 7285 | 674 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-02-01 |
| 77 | 9038 | 707 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-11-01 |
| 78 | 7925 | 738 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-05-01 |
| 79 | 7939 | 752 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-05-01 |
| 80 | 8144 | 765 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-06-01 |
| 81 | 8509 | 746 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-08-01 |
| 82 | 8345 | 774 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-07-01 |
| 83 | 9349 | 634 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2013-01-01 |
| 84 | 7894 | 707 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-05-01 |
| 85 | 8531 | 768 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-08-01 |
| 86 | 7636 | 641 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-04-01 |
| 87 | 8499 | 736 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-08-01 |
| 88 | 9123 | 600 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-12-01 |
| 89 | 7365 | 754 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-02-01 |
| 90 | 7798 | 611 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-05-01 |
| 91 | 8782 | 643 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-10-01 |
| 92 | 8894 | 755 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-10-01 |
| 93 | 7824 | 637 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-05-01 |
| 94 | 9106 | 775 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-11-01 |
| 95 | 8406 | 643 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-08-01 |
| 96 | 8413 | 650 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-08-01 |
| 97 | 8173 | 602 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-07-01 |
| 98 | 9482 | 767 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2013-01-01 |
| 99 | 9261 | 738 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-12-01 |
| 100 | 9100 | 769 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-11-01 |
| 101 | 7502 | 699 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-03-01 |
| 102 | 9077 | 746 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-11-01 |
| 103 | 8273 | 702 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-07-01 |
| 104 | 9457 | 742 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2013-01-01 |
| 105 | 8946 | 615 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-11-01 |
| 106 | 7605 | 610 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-04-01 |
| 107 | 9230 | 707 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-12-01 |
| 108 | 8007 | 628 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-06-01 |
| 109 | 9225 | 702 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-12-01 |
| 110 | 8010 | 631 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-06-01 |
| 111 | 7867 | 680 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-05-01 |
| 112 | 8732 | 593 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-10-01 |
| 113 | 8877 | 738 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-10-01 |
| 114 | 8929 | 598 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-11-01 |
| 115 | 8547 | 600 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-09-01 |
| 116 | 8850 | 711 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-10-01 |
| 117 | 8224 | 653 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-07-01 |
| 118 | 7356 | 745 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-02-01 |
| 119 | 9134 | 611 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-12-01 |
| 120 | 8988 | 657 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-11-01 |
| 121 | 8539 | 776 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-08-01 |
| 122 | 7411 | 608 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-03-01 |
| 123 | 8710 | 763 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-09-01 |
| 124 | 7700 | 705 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-04-01 |
| 125 | 7784 | 597 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-05-01 |
| 126 | 7938 | 751 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-05-01 |
| 127 | 7966 | 779 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-05-01 |
| 128 | 7320 | 709 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-02-01 |
| 129 | 8493 | 730 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-08-01 |
| 130 | 7382 | 771 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-02-01 |
| 131 | 7522 | 719 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-03-01 |
| 132 | 8958 | 627 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-11-01 |
| 133 | 8134 | 755 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-06-01 |
| 134 | 8846 | 707 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-10-01 |
| 135 | 8780 | 641 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-10-01 |
| 136 | 9452 | 737 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2013-01-01 |
| 137 | 7673 | 678 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-04-01 |
| 138 | 9284 | 761 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-12-01 |
| 139 | 7772 | 777 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-04-01 |
| 140 | 7795 | 608 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-05-01 |
| 141 | 8540 | 593 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-09-01 |
| 142 | 9210 | 687 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-12-01 |
| 143 | 8087 | 708 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-06-01 |
| 144 | 9308 | 593 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2013-01-01 |
| 145 | 7233 | 622 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-02-01 |
| 146 | 7440 | 637 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-03-01 |
| 147 | 8086 | 707 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-06-01 |
| 148 | 9050 | 719 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-11-01 |
| 149 | 8752 | 613 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-10-01 |
| 150 | 7727 | 732 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-04-01 |
| 151 | 7553 | 750 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-03-01 |
| 152 | 9299 | 776 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-12-01 |
| 153 | 7623 | 628 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-04-01 |
| 154 | 8808 | 669 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-10-01 |
| 155 | 9297 | 774 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-12-01 |
| 156 | 7859 | 672 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-05-01 |
| 157 | 7918 | 731 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-05-01 |
| 158 | 7731 | 736 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-04-01 |
| 159 | 7833 | 646 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-05-01 |
| 160 | 7445 | 642 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-03-01 |
| 161 | 9336 | 621 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2013-01-01 |
| 162 | 9052 | 721 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-11-01 |
| 163 | 7802 | 615 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-05-01 |
| 164 | 8829 | 690 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-10-01 |
| 165 | 8427 | 664 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-08-01 |
| 166 | 7717 | 722 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-04-01 |
| 167 | 7227 | 616 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-02-01 |
| 168 | 9055 | 724 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-11-01 |
| 169 | 8085 | 706 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-06-01 |
| 170 | 8002 | 623 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-06-01 |
| 171 | 7282 | 671 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-02-01 |
| 172 | 9017 | 686 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-11-01 |
| 173 | 9256 | 733 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-12-01 |
| 174 | 9031 | 700 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-11-01 |
| 175 | 9330 | 615 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2013-01-01 |
| 176 | 8276 | 705 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-07-01 |
| 177 | 7883 | 696 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-05-01 |
| 178 | 9119 | 596 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-12-01 |
| 179 | 8637 | 690 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-09-01 |
| 180 | 7761 | 766 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-04-01 |
| 181 | 8931 | 600 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-11-01 |
| 182 | 8040 | 661 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-06-01 |
| 183 | 7499 | 696 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-03-01 |
| 184 | 8865 | 726 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-10-01 |
| 185 | 7650 | 655 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-04-01 |
| 186 | 8313 | 742 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-07-01 |
| 187 | 9342 | 627 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2013-01-01 |
| 188 | 8973 | 642 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-11-01 |
| 189 | 8369 | 606 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-08-01 |
| 190 | 8658 | 711 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-09-01 |
| 191 | 7479 | 676 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-03-01 |
| 192 | 9461 | 746 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2013-01-01 |
| 193 | 9381 | 666 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2013-01-01 |
| 194 | 9221 | 698 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-12-01 |
| 195 | 7498 | 695 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-03-01 |
| 196 | 7478 | 675 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-03-01 |
| 197 | 7590 | 595 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-04-01 |
| 198 | 8396 | 633 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-08-01 |
| 199 | 7850 | 663 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-05-01 |
| 200 | 8734 | 595 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-10-01 |
| 201 | 8428 | 665 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-08-01 |
| 202 | 8767 | 628 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-10-01 |
| 203 | 7230 | 619 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-02-01 |
| 204 | 8748 | 609 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-10-01 |
| 205 | 9247 | 724 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-12-01 |
| 206 | 8669 | 722 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-09-01 |
| 207 | 8333 | 762 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-07-01 |
| 208 | 9182 | 659 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-12-01 |
| 209 | 8597 | 650 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-09-01 |
| 210 | 8816 | 677 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-10-01 |
| 211 | 8763 | 624 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-10-01 |
| 212 | 8838 | 699 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-10-01 |
| 213 | 8310 | 739 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-07-01 |
| 214 | 7915 | 728 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-05-01 |
| 215 | 8736 | 597 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-10-01 |
| 216 | 8904 | 765 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-10-01 |
| 217 | 9389 | 674 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2013-01-01 |
| 218 | 8662 | 715 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-09-01 |
| 219 | 9054 | 723 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-11-01 |
| 220 | 7229 | 618 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-02-01 |
| 221 | 8361 | 598 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-08-01 |
| 222 | 7346 | 735 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-02-01 |
| 223 | 8890 | 751 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-10-01 |
| 224 | 8088 | 709 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-06-01 |
| 225 | 7383 | 772 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-02-01 |
| 226 | 7371 | 760 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-02-01 |
| 227 | 8331 | 760 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-07-01 |
| 228 | 7729 | 734 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-04-01 |
| 229 | 9290 | 767 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-12-01 |
| 230 | 8680 | 733 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-09-01 |
| 231 | 7234 | 623 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-02-01 |
| 232 | 8443 | 680 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-08-01 |
| 233 | 7467 | 664 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-03-01 |
| 234 | 9104 | 773 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-11-01 |
| 235 | 8062 | 683 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-06-01 |
| 236 | 7932 | 745 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-05-01 |
| 237 | 8673 | 726 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-09-01 |
| 238 | 8343 | 772 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-07-01 |
| 239 | 7969 | 782 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-05-01 |
| 240 | 9385 | 670 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2013-01-01 |
| 241 | 8158 | 779 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-06-01 |
| 242 | 8701 | 754 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-09-01 |
| 243 | 8432 | 669 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-08-01 |
| 244 | 8659 | 712 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-09-01 |
| 245 | 9282 | 759 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-12-01 |
| 246 | 9029 | 698 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-11-01 |
| 247 | 7350 | 739 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-02-01 |
| 248 | 7609 | 614 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-04-01 |
| 249 | 8275 | 704 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-07-01 |
| 250 | 9008 | 677 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-11-01 |
| 251 | 8887 | 748 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-10-01 |
| 252 | 9181 | 658 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-12-01 |
| 253 | 8590 | 643 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-09-01 |
| 254 | 9407 | 692 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2013-01-01 |
| 255 | 8915 | 776 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-10-01 |
| 256 | 8731 | 592 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-10-01 |
| 257 | 9222 | 699 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-12-01 |
| 258 | 9394 | 679 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2013-01-01 |
| 259 | 8918 | 779 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-10-01 |
| 260 | 9013 | 682 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-11-01 |
| 261 | 9042 | 711 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-11-01 |
| 262 | 8187 | 616 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-07-01 |
| 263 | 8947 | 616 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-11-01 |
| 264 | 7519 | 716 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-03-01 |
| 265 | 8252 | 681 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-07-01 |
| 266 | 9062 | 731 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-11-01 |
| 267 | 8874 | 735 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-10-01 |
| 268 | 8776 | 637 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-10-01 |
| 269 | 8534 | 771 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-08-01 |
| 270 | 7886 | 699 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-05-01 |
| 271 | 7902 | 715 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-05-01 |
| 272 | 7481 | 678 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-03-01 |
| 273 | 8006 | 627 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-06-01 |
| 274 | 8544 | 597 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-09-01 |
| 275 | 8569 | 622 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-09-01 |
| 276 | 7529 | 726 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-03-01 |
| 277 | 8193 | 622 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-07-01 |
| 278 | 8514 | 751 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-08-01 |
| 279 | 9188 | 665 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-12-01 |
| 280 | 8907 | 768 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-10-01 |
| 281 | 9114 | 591 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-12-01 |
| 282 | 8526 | 763 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-08-01 |
| 283 | 9465 | 750 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2013-01-01 |
| 284 | 7576 | 773 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-03-01 |
| 285 | 8084 | 705 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-06-01 |
| 286 | 8279 | 708 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-07-01 |
| 287 | 8840 | 701 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-10-01 |
| 288 | 8235 | 664 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-07-01 |
| 289 | 7279 | 668 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-02-01 |
| 290 | 9334 | 619 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2013-01-01 |
| 291 | 9351 | 636 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2013-01-01 |
| 292 | 9295 | 772 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-12-01 |
| 293 | 8978 | 647 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-11-01 |
| 294 | 8857 | 718 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-10-01 |
| 295 | 8495 | 732 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-08-01 |
| 296 | 8578 | 631 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-09-01 |
| 297 | 8250 | 679 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-07-01 |
| 298 | 8311 | 740 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-07-01 |
| 299 | 9240 | 717 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-12-01 |
| 300 | 9061 | 730 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-11-01 |
| 301 | 7781 | 594 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-05-01 |
| 302 | 7737 | 742 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-04-01 |
| 303 | 8927 | 596 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-11-01 |
| 304 | 7821 | 634 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-05-01 |
| 305 | 8170 | 599 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-07-01 |
| 306 | 8245 | 674 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-07-01 |
| 307 | 7572 | 769 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-03-01 |
| 308 | 7983 | 604 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-06-01 |
| 309 | 7210 | 599 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-02-01 |
| 310 | 7841 | 654 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-05-01 |
| 311 | 8160 | 781 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-06-01 |
| 312 | 8608 | 661 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-09-01 |
| 313 | 7275 | 664 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-02-01 |
| 314 | 9121 | 598 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-12-01 |
| 315 | 8746 | 607 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-10-01 |
| 316 | 7908 | 721 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-05-01 |
| 317 | 9186 | 663 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-12-01 |
| 318 | 8094 | 715 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-06-01 |
| 319 | 9384 | 669 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2013-01-01 |
| 320 | 8044 | 665 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-06-01 |
| 321 | 7370 | 759 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-02-01 |
| 322 | 9199 | 676 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-12-01 |
| 323 | 9078 | 747 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-11-01 |
| 324 | 7455 | 652 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-03-01 |
| 325 | 8607 | 660 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-09-01 |
| 326 | 8771 | 632 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-10-01 |
| 327 | 8631 | 684 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-09-01 |
| 328 | 7543 | 740 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-03-01 |
| 329 | 8895 | 756 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-10-01 |
| 330 | 8148 | 769 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-06-01 |
| 331 | 9105 | 774 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-11-01 |
| 332 | 8410 | 647 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-08-01 |
| 333 | 8869 | 730 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-10-01 |
| 334 | 9300 | 777 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-12-01 |
| 335 | 7466 | 663 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-03-01 |
| 336 | 7551 | 748 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-03-01 |
| 337 | 7766 | 771 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-04-01 |
| 338 | 8119 | 740 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-06-01 |
| 339 | 9096 | 765 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-11-01 |
| 340 | 7612 | 617 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-04-01 |
| 341 | 9097 | 766 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-11-01 |
| 342 | 8157 | 778 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-06-01 |
| 343 | 7303 | 692 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-02-01 |
| 344 | 7494 | 691 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-03-01 |
| 345 | 8528 | 765 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-08-01 |
| 346 | 7863 | 676 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-05-01 |
| 347 | 8228 | 657 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-07-01 |
| 348 | 8249 | 678 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-07-01 |
| 349 | 8793 | 654 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-10-01 |
| 350 | 8790 | 651 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-10-01 |
| 351 | 7706 | 711 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-04-01 |
| 352 | 7723 | 728 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-04-01 |
| 353 | 9468 | 753 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2013-01-01 |
| 354 | 8519 | 756 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-08-01 |
| 355 | 8584 | 637 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-09-01 |
| 356 | 8619 | 672 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-09-01 |
| 357 | 8777 | 638 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-10-01 |
| 358 | 7255 | 644 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-02-01 |
| 359 | 8579 | 632 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-09-01 |
| 360 | 7839 | 652 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-05-01 |
| 361 | 8830 | 691 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-10-01 |
| 362 | 8123 | 744 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-06-01 |
| 363 | 9218 | 695 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-12-01 |
| 364 | 8456 | 693 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-08-01 |
| 365 | 8357 | 594 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-08-01 |
| 366 | 7734 | 739 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-04-01 |
| 367 | 9108 | 777 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-11-01 |
| 368 | 7880 | 693 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-05-01 |
| 369 | 8786 | 647 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-10-01 |
| 370 | 7592 | 597 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-04-01 |
| 371 | 9049 | 718 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-11-01 |
| 372 | 7403 | 600 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-03-01 |
| 373 | 8972 | 641 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-11-01 |
| 374 | 8374 | 611 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-08-01 |
| 375 | 8186 | 615 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-07-01 |
| 376 | 7539 | 736 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-03-01 |
| 377 | 7899 | 712 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-05-01 |
| 378 | 8367 | 604 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-08-01 |
| 379 | 8530 | 767 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-08-01 |
| 380 | 8147 | 768 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-06-01 |
| 381 | 7266 | 655 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-02-01 |
| 382 | 8807 | 668 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-10-01 |
| 383 | 9375 | 660 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2013-01-01 |
| 384 | 8876 | 737 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-10-01 |
| 385 | 7681 | 686 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-04-01 |
| 386 | 8905 | 766 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-10-01 |
| 387 | 8457 | 694 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-08-01 |
| 388 | 8297 | 726 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-07-01 |
| 389 | 8330 | 759 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-07-01 |
| 390 | 8500 | 737 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-08-01 |
| 391 | 7267 | 656 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-02-01 |
| 392 | 8843 | 704 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-10-01 |
| 393 | 8019 | 640 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-06-01 |
| 394 | 9109 | 778 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-11-01 |
| 395 | 9376 | 661 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2013-01-01 |
| 396 | 7619 | 624 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-04-01 |
| 397 | 8197 | 626 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-07-01 |
| 398 | 8440 | 677 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-08-01 |
| 399 | 9269 | 746 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-12-01 |
| 400 | 9379 | 664 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2013-01-01 |
| 401 | 7472 | 669 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-03-01 |
| 402 | 7632 | 637 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-04-01 |
| 403 | 7273 | 662 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-02-01 |
| 404 | 8359 | 596 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-08-01 |
| 405 | 9073 | 742 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-11-01 |
| 406 | 9066 | 735 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-11-01 |
| 407 | 8231 | 660 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-07-01 |
| 408 | 9159 | 636 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-12-01 |
| 409 | 9265 | 742 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-12-01 |
| 410 | 7958 | 771 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-05-01 |
| 411 | 9010 | 679 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-11-01 |
| 412 | 8199 | 628 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-07-01 |
| 413 | 8745 | 606 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-10-01 |
| 414 | 9391 | 676 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2013-01-01 |
| 415 | 7603 | 608 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-04-01 |
| 416 | 8339 | 768 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-07-01 |
| 417 | 9001 | 670 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-11-01 |
| 418 | 7269 | 658 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-02-01 |
| 419 | 7986 | 607 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-06-01 |
| 420 | 8064 | 685 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-06-01 |
| 421 | 8935 | 604 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-11-01 |
| 422 | 8618 | 671 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-09-01 |
| 423 | 8678 | 731 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-09-01 |
| 424 | 8295 | 724 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-07-01 |
| 425 | 7634 | 639 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-04-01 |
| 426 | 8429 | 666 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-08-01 |
| 427 | 9270 | 747 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-12-01 |
| 428 | 7497 | 694 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-03-01 |
| 429 | 8834 | 695 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-10-01 |
| 430 | 9033 | 702 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-11-01 |
| 431 | 8583 | 636 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-09-01 |
| 432 | 8852 | 713 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-10-01 |
| 433 | 8911 | 772 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-10-01 |
| 434 | 7289 | 678 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-02-01 |
| 435 | 7329 | 718 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-02-01 |
| 436 | 8635 | 688 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-09-01 |
| 437 | 8352 | 781 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-07-01 |
| 438 | 8924 | 593 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-11-01 |
| 439 | 9146 | 623 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-12-01 |
| 440 | 7457 | 654 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-03-01 |
| 441 | 9102 | 771 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-11-01 |
| 442 | 9032 | 701 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-11-01 |
| 443 | 8172 | 601 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-07-01 |
| 444 | 9000 | 669 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-11-01 |
| 445 | 9444 | 729 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2013-01-01 |
| 446 | 8821 | 682 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-10-01 |
| 447 | 9325 | 610 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2013-01-01 |
| 448 | 7984 | 605 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-06-01 |
| 449 | 7379 | 768 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-02-01 |
| 450 | 7840 | 653 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-05-01 |
| 451 | 7471 | 668 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-03-01 |
| 452 | 9337 | 622 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2013-01-01 |
| 453 | 9316 | 601 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2013-01-01 |
| 454 | 8700 | 753 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-09-01 |
| 455 | 9136 | 613 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-12-01 |
| 456 | 8122 | 743 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-06-01 |
| 457 | 7948 | 761 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-05-01 |
| 458 | 9276 | 753 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-12-01 |
| 459 | 7287 | 676 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-02-01 |
| 460 | 8484 | 721 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-08-01 |
| 461 | 8105 | 726 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-06-01 |
| 462 | 9094 | 763 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-11-01 |
| 463 | 9398 | 683 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2013-01-01 |
| 464 | 7360 | 749 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-02-01 |
| 465 | 7552 | 749 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-03-01 |
| 466 | 9453 | 738 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2013-01-01 |
| 467 | 7954 | 767 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-05-01 |
| 468 | 9023 | 692 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-11-01 |
| 469 | 7701 | 706 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-04-01 |
| 470 | 9184 | 661 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-12-01 |
| 471 | 8467 | 704 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-08-01 |
| 472 | 8356 | 593 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-08-01 |
| 473 | 7421 | 618 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-03-01 |
| 474 | 8571 | 624 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-09-01 |
| 475 | 8108 | 729 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-06-01 |
| 476 | 7219 | 608 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-02-01 |
| 477 | 7409 | 606 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-03-01 |
| 478 | 8591 | 644 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-09-01 |
| 479 | 8266 | 695 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-07-01 |
| 480 | 8688 | 741 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-09-01 |
| 481 | 7506 | 703 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-03-01 |
| 482 | 8383 | 620 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-08-01 |
| 483 | 7807 | 620 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-05-01 |
| 484 | 8291 | 720 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-07-01 |
| 485 | 7243 | 632 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-02-01 |
| 486 | 7341 | 730 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-02-01 |
| 487 | 9167 | 644 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-12-01 |
| 488 | 7517 | 714 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-03-01 |
| 489 | 9475 | 760 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2013-01-01 |
| 490 | 9154 | 631 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-12-01 |
| 491 | 7608 | 613 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-04-01 |
| 492 | 9258 | 735 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-12-01 |
| 493 | 9091 | 760 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-11-01 |
| 494 | 9255 | 732 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-12-01 |
| 495 | 9491 | 776 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2013-01-01 |
| 496 | 7685 | 690 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-04-01 |
| 497 | 7437 | 634 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-03-01 |
| 498 | 9144 | 621 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-12-01 |
| 499 | 8425 | 662 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-08-01 |
| 500 | 9443 | 728 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2013-01-01 |
| 501 | 7459 | 656 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-03-01 |
| 502 | 7690 | 695 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-04-01 |
| 503 | 8520 | 757 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-08-01 |
| 504 | 9481 | 766 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2013-01-01 |
| 505 | 7860 | 673 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-05-01 |
| 506 | 7241 | 630 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-02-01 |
| 507 | 8246 | 675 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-07-01 |
| 508 | 7617 | 622 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-04-01 |
| 509 | 9168 | 645 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-12-01 |
| 510 | 8326 | 755 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-07-01 |
| 511 | 7485 | 682 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-03-01 |
| 512 | 9248 | 725 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-12-01 |
| 513 | 9416 | 701 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2013-01-01 |
| 514 | 8919 | 780 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-10-01 |
| 515 | 8788 | 649 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-10-01 |
| 516 | 7947 | 760 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-05-01 |
| 517 | 8932 | 601 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-11-01 |
| 518 | 7475 | 672 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-03-01 |
| 519 | 7888 | 701 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-05-01 |
| 520 | 8047 | 668 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-06-01 |
| 521 | 7694 | 699 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-04-01 |
| 522 | 8705 | 758 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-09-01 |
| 523 | 8640 | 693 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-09-01 |
| 524 | 9239 | 716 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-12-01 |
| 525 | 7724 | 729 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-04-01 |
| 526 | 8675 | 728 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-09-01 |
| 527 | 7794 | 607 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-05-01 |
| 528 | 8260 | 689 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-07-01 |
| 529 | 9232 | 709 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-12-01 |
| 530 | 9438 | 723 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2013-01-01 |
| 531 | 7682 | 687 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-04-01 |
| 532 | 8332 | 761 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-07-01 |
| 533 | 7550 | 747 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-03-01 |
| 534 | 9216 | 693 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-12-01 |
| 535 | 8756 | 617 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-10-01 |
| 536 | 8698 | 751 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-09-01 |
| 537 | 7368 | 757 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-02-01 |
| 538 | 7877 | 690 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-05-01 |
| 539 | 9156 | 633 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-12-01 |
| 540 | 8336 | 765 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-07-01 |
| 541 | 9348 | 633 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2013-01-01 |
| 542 | 8588 | 641 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-09-01 |
| 543 | 8283 | 712 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-07-01 |
| 544 | 7898 | 711 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-05-01 |
| 545 | 8644 | 697 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-09-01 |
| 546 | 7417 | 614 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-03-01 |
| 547 | 8470 | 707 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-08-01 |
| 548 | 7337 | 726 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-02-01 |
| 549 | 9485 | 770 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2013-01-01 |
| 550 | 8566 | 619 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-09-01 |
| 551 | 8306 | 735 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-07-01 |
| 552 | 9504 | 781 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-08-01 |
| 553 | 8908 | 769 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-10-01 |
| 554 | 9272 | 749 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-12-01 |
| 555 | 7614 | 619 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-04-01 |
| 556 | 8405 | 642 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-08-01 |
| 557 | 8697 | 750 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-09-01 |
| 558 | 8833 | 694 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-10-01 |
| 559 | 8858 | 719 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-10-01 |
| 560 | 8517 | 754 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-08-01 |
| 561 | 9289 | 766 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-12-01 |
| 562 | 8750 | 611 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-10-01 |
| 563 | 8491 | 728 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-08-01 |
| 564 | 8719 | 772 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-09-01 |
| 565 | 7509 | 706 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-03-01 |
| 566 | 7589 | 594 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-04-01 |
| 567 | 8171 | 600 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-07-01 |
| 568 | 8941 | 610 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-11-01 |
| 569 | 7782 | 595 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-05-01 |
| 570 | 7732 | 737 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-04-01 |
| 571 | 8322 | 751 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-07-01 |
| 572 | 7249 | 638 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-02-01 |
| 573 | 7739 | 744 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-04-01 |
| 574 | 8934 | 603 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-11-01 |
| 575 | 7790 | 603 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-05-01 |
| 576 | 8502 | 739 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-08-01 |
| 577 | 7546 | 743 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-03-01 |
| 578 | 8407 | 644 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-08-01 |
| 579 | 7535 | 732 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-03-01 |
| 580 | 7893 | 706 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-05-01 |
| 581 | 8033 | 654 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-06-01 |
| 582 | 8835 | 696 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-10-01 |
| 583 | 9372 | 657 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2013-01-01 |
| 584 | 7394 | 591 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-03-01 |
| 585 | 8251 | 680 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-07-01 |
| 586 | 7845 | 658 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-05-01 |
| 587 | 7493 | 690 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-03-01 |
| 588 | 8828 | 689 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-10-01 |
| 589 | 9002 | 671 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-11-01 |
| 590 | 8570 | 623 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-09-01 |
| 591 | 9193 | 670 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-12-01 |
| 592 | 9090 | 759 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-11-01 |
| 593 | 8722 | 775 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-09-01 |
| 594 | 7848 | 661 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-05-01 |
| 595 | 8979 | 648 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-11-01 |
| 596 | 8996 | 665 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-11-01 |
| 597 | 8950 | 619 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-11-01 |
| 598 | 8707 | 760 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-09-01 |
| 599 | 7868 | 681 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-05-01 |
| 600 | 7504 | 701 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-03-01 |
| 601 | 8867 | 728 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-10-01 |
| 602 | 9362 | 647 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2013-01-01 |
| 603 | 7305 | 694 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-02-01 |
| 604 | 8382 | 619 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-08-01 |
| 605 | 9072 | 741 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-11-01 |
| 606 | 7239 | 628 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-02-01 |
| 607 | 8036 | 657 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-06-01 |
| 608 | 9242 | 719 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-12-01 |
| 609 | 8416 | 653 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-08-01 |
| 610 | 8516 | 753 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-08-01 |
| 611 | 8626 | 679 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-09-01 |
| 612 | 7302 | 691 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-02-01 |
| 613 | 8898 | 759 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-10-01 |
| 614 | 8819 | 680 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-10-01 |
| 615 | 9327 | 612 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2013-01-01 |
| 616 | 9402 | 687 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2013-01-01 |
| 617 | 9303 | 780 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-12-01 |
| 618 | 7820 | 633 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-05-01 |
| 619 | 8168 | 597 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-07-01 |
| 620 | 8791 | 652 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-10-01 |
| 621 | 7956 | 769 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-05-01 |
| 622 | 8938 | 607 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-11-01 |
| 623 | 7209 | 598 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-02-01 |
| 624 | 8468 | 705 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-08-01 |
| 625 | 8414 | 651 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-08-01 |
| 626 | 9011 | 680 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-11-01 |
| 627 | 9177 | 654 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-12-01 |
| 628 | 8580 | 633 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-09-01 |
| 629 | 8143 | 764 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-06-01 |
| 630 | 9238 | 715 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-12-01 |
| 631 | 9460 | 745 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2013-01-01 |
| 632 | 7645 | 650 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-04-01 |
| 633 | 7596 | 601 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-04-01 |
| 634 | 7566 | 763 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-03-01 |
| 635 | 9462 | 747 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2013-01-01 |
| 636 | 7697 | 702 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-04-01 |
| 637 | 9141 | 618 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-12-01 |
| 638 | 7921 | 734 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-05-01 |
| 639 | 7951 | 764 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-05-01 |
| 640 | 8242 | 671 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-07-01 |
| 641 | 8164 | 593 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-07-01 |
| 642 | 8813 | 674 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-10-01 |
| 643 | 8380 | 617 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-08-01 |
| 644 | 8149 | 770 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-06-01 |
| 645 | 9396 | 681 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2013-01-01 |
| 646 | 7771 | 776 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-04-01 |
| 647 | 9505 | 782 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-08-01 |
| 648 | 7822 | 635 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-05-01 |
| 649 | 9455 | 740 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2013-01-01 |
| 650 | 7671 | 676 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-04-01 |
| 651 | 8825 | 686 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-10-01 |
| 652 | 7235 | 624 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-02-01 |
| 653 | 9345 | 630 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2013-01-01 |
| 654 | 9355 | 640 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2013-01-01 |
| 655 | 7788 | 601 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-05-01 |
| 656 | 8282 | 711 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-07-01 |
| 657 | 7813 | 626 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-05-01 |
| 658 | 7237 | 626 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-02-01 |
| 659 | 9196 | 673 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-12-01 |
| 660 | 7434 | 631 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-03-01 |
| 661 | 7549 | 746 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-03-01 |
| 662 | 8740 | 601 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-10-01 |
| 663 | 8654 | 707 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-09-01 |
| 664 | 8792 | 653 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-10-01 |
| 665 | 9341 | 626 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2013-01-01 |
| 666 | 7311 | 700 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-02-01 |
| 667 | 9045 | 714 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-11-01 |
| 668 | 8558 | 611 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-09-01 |
| 669 | 8952 | 621 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-11-01 |
| 670 | 8703 | 756 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-09-01 |
| 671 | 8856 | 717 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-10-01 |
| 672 | 8098 | 719 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-06-01 |
| 673 | 8501 | 738 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-08-01 |
| 674 | 9226 | 703 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-12-01 |
| 675 | 8258 | 687 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-07-01 |
| 676 | 8824 | 685 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-10-01 |
| 677 | 8522 | 759 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-08-01 |
| 678 | 9442 | 727 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2013-01-01 |
| 679 | 7677 | 682 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-04-01 |
| 680 | 7747 | 752 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-04-01 |
| 681 | 7388 | 777 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-02-01 |
| 682 | 8305 | 734 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-07-01 |
| 683 | 7358 | 747 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-02-01 |
| 684 | 8775 | 636 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-10-01 |
| 685 | 9162 | 639 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-12-01 |
| 686 | 8981 | 650 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-11-01 |
| 687 | 7642 | 647 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-04-01 |
| 688 | 8039 | 660 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-06-01 |
| 689 | 7298 | 687 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-02-01 |
| 690 | 8046 | 667 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-06-01 |
| 691 | 7644 | 649 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-04-01 |
| 692 | 8287 | 716 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-07-01 |
| 693 | 9206 | 683 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-12-01 |
| 694 | 8503 | 740 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-08-01 |
| 695 | 9305 | 782 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-12-01 |
| 696 | 8628 | 681 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-09-01 |
| 697 | 8594 | 647 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-09-01 |
| 698 | 7705 | 710 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-04-01 |
| 699 | 7217 | 606 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-02-01 |
| 700 | 8118 | 739 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-06-01 |
| 701 | 7721 | 726 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-04-01 |
| 702 | 8696 | 749 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-09-01 |
| 703 | 7420 | 617 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-03-01 |
| 704 | 7722 | 727 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-04-01 |
| 705 | 8045 | 666 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-06-01 |
| 706 | 9386 | 671 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2013-01-01 |
| 707 | 9320 | 605 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2013-01-01 |
| 708 | 8014 | 635 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-06-01 |
| 709 | 8475 | 712 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-08-01 |
| 710 | 9315 | 600 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2013-01-01 |
| 711 | 7464 | 661 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-03-01 |
| 712 | 9080 | 749 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-11-01 |
| 713 | 9074 | 743 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-11-01 |
| 714 | 7363 | 752 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-02-01 |
| 715 | 7638 | 643 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-04-01 |
| 716 | 8296 | 725 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-07-01 |
| 717 | 8535 | 772 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-08-01 |
| 718 | 9377 | 662 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2013-01-01 |
| 719 | 8347 | 776 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-07-01 |
| 720 | 7427 | 624 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-03-01 |
| 721 | 7362 | 751 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-02-01 |
| 722 | 8913 | 774 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-10-01 |
| 723 | 8998 | 667 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-11-01 |
| 724 | 9243 | 720 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-12-01 |
| 725 | 8142 | 763 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-06-01 |
| 726 | 9410 | 695 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2013-01-01 |
| 727 | 8256 | 685 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-07-01 |
| 728 | 8150 | 771 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-06-01 |
| 729 | 8759 | 620 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-10-01 |
| 730 | 7487 | 684 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-03-01 |
| 731 | 7917 | 730 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-05-01 |
| 732 | 7770 | 775 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-04-01 |
| 733 | 7941 | 754 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-05-01 |
| 734 | 8564 | 617 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-09-01 |
| 735 | 8213 | 642 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-07-01 |
| 736 | 7228 | 617 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-02-01 |
| 737 | 8074 | 695 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-06-01 |
| 738 | 7901 | 714 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-05-01 |
| 739 | 9202 | 679 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-12-01 |
| 740 | 8372 | 609 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-08-01 |
| 741 | 8954 | 623 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-11-01 |
| 742 | 9082 | 751 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-11-01 |
| 743 | 8794 | 655 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-10-01 |
| 744 | 7856 | 669 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-05-01 |
| 745 | 9363 | 648 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2013-01-01 |
| 746 | 7245 | 634 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-02-01 |
| 747 | 9424 | 709 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2013-01-01 |
| 748 | 7643 | 648 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-04-01 |
| 749 | 7862 | 675 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-05-01 |
| 750 | 8302 | 731 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-07-01 |
| 751 | 8577 | 630 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-09-01 |
| 752 | 7973 | 594 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-06-01 |
| 753 | 9313 | 598 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2013-01-01 |
| 754 | 8426 | 663 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-08-01 |
| 755 | 7703 | 708 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-04-01 |
| 756 | 8729 | 782 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-09-01 |
| 757 | 8121 | 742 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-06-01 |
| 758 | 9329 | 614 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2013-01-01 |
| 759 | 7284 | 673 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-02-01 |
| 760 | 7858 | 671 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-05-01 |
| 761 | 8897 | 758 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-10-01 |
| 762 | 9467 | 752 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2013-01-01 |
| 763 | 8749 | 610 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-10-01 |
| 764 | 8261 | 690 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-07-01 |
| 765 | 7719 | 724 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-04-01 |
| 766 | 8455 | 692 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-08-01 |
| 767 | 8334 | 763 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-07-01 |
| 768 | 7803 | 616 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-05-01 |
| 769 | 7980 | 601 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-06-01 |
| 770 | 7879 | 692 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-05-01 |
| 771 | 9129 | 606 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-12-01 |
| 772 | 8873 | 734 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-10-01 |
| 773 | 9280 | 757 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-12-01 |
| 774 | 7923 | 736 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-05-01 |
| 775 | 7783 | 596 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-05-01 |
| 776 | 7527 | 724 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-03-01 |
| 777 | 8472 | 709 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-08-01 |
| 778 | 8636 | 689 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-09-01 |
| 779 | 8373 | 610 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-08-01 |
| 780 | 9434 | 719 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2013-01-01 |
| 781 | 9275 | 752 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-12-01 |
| 782 | 9496 | 781 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2013-01-01 |
| 783 | 9174 | 651 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-12-01 |
| 784 | 9495 | 780 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2013-01-01 |
| 785 | 9047 | 716 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-11-01 |
| 786 | 7974 | 595 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-06-01 |
| 787 | 8206 | 635 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-07-01 |
| 788 | 8983 | 652 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-11-01 |
| 789 | 8717 | 770 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-09-01 |
| 790 | 8809 | 670 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-10-01 |
| 791 | 8692 | 745 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-09-01 |
| 792 | 8605 | 658 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-09-01 |
| 793 | 7786 | 599 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-05-01 |
| 794 | 7654 | 659 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-04-01 |
| 795 | 7343 | 732 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-02-01 |
| 796 | 7268 | 657 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-02-01 |
| 797 | 8192 | 621 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-07-01 |
| 798 | 8321 | 750 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-07-01 |
| 799 | 7819 | 632 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-05-01 |
| 800 | 7657 | 662 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-04-01 |
| 801 | 7503 | 700 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-03-01 |
| 802 | 9404 | 689 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2013-01-01 |
| 803 | 9099 | 768 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-11-01 |
| 804 | 8129 | 750 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-06-01 |
| 805 | 8677 | 730 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-09-01 |
| 806 | 7424 | 621 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-03-01 |
| 807 | 8627 | 680 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-09-01 |
| 808 | 7526 | 723 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-03-01 |
| 809 | 9296 | 773 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-12-01 |
| 810 | 8363 | 600 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-08-01 |
| 811 | 8191 | 620 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-07-01 |
| 812 | 8866 | 727 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-10-01 |
| 813 | 8923 | 592 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-11-01 |
| 814 | 8652 | 705 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-09-01 |
| 815 | 8683 | 736 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-09-01 |
| 816 | 7532 | 729 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-03-01 |
| 817 | 7300 | 689 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-02-01 |
| 818 | 8882 | 743 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-10-01 |
| 819 | 7270 | 659 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-02-01 |
| 820 | 7696 | 701 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-04-01 |
| 821 | 9267 | 744 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-12-01 |
| 822 | 7757 | 762 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-04-01 |
| 823 | 8469 | 706 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-08-01 |
| 824 | 8704 | 757 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-09-01 |
| 825 | 8360 | 597 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-08-01 |
| 826 | 9439 | 724 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2013-01-01 |
| 827 | 9490 | 775 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2013-01-01 |
| 828 | 9040 | 709 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-11-01 |
| 829 | 9130 | 607 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-12-01 |
| 830 | 8247 | 676 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-07-01 |
| 831 | 8900 | 761 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-10-01 |
| 832 | 8021 | 642 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-06-01 |
| 833 | 8837 | 698 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-10-01 |
| 834 | 7990 | 611 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-06-01 |
| 835 | 7461 | 658 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-03-01 |
| 836 | 7936 | 749 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-05-01 |
| 837 | 8679 | 732 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-09-01 |
| 838 | 7316 | 705 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-02-01 |
| 839 | 8860 | 721 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-10-01 |
| 840 | 8290 | 719 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-07-01 |
| 841 | 7555 | 752 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-03-01 |
| 842 | 7349 | 738 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-02-01 |
| 843 | 8684 | 737 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-09-01 |
| 844 | 7574 | 771 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-03-01 |
| 845 | 7853 | 666 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-05-01 |
| 846 | 9288 | 765 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-12-01 |
| 847 | 9271 | 748 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-12-01 |
| 848 | 9215 | 692 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-12-01 |
| 849 | 9312 | 597 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2013-01-01 |
| 850 | 9158 | 635 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-12-01 |
| 851 | 8434 | 671 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-08-01 |
| 852 | 7256 | 645 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-02-01 |
| 853 | 7967 | 780 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-05-01 |
| 854 | 7258 | 647 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-02-01 |
| 855 | 8452 | 689 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-08-01 |
| 856 | 7767 | 772 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-04-01 |
| 857 | 8975 | 644 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-11-01 |
| 858 | 7333 | 722 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-02-01 |
| 859 | 7679 | 684 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-04-01 |
| 860 | 8713 | 766 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-09-01 |
| 861 | 7468 | 665 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-03-01 |
| 862 | 7987 | 608 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-06-01 |
| 863 | 9447 | 732 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2013-01-01 |
| 864 | 8182 | 611 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-07-01 |
| 865 | 8991 | 660 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-11-01 |
| 866 | 8515 | 752 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-08-01 |
| 867 | 8389 | 626 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-08-01 |
| 868 | 9347 | 632 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2013-01-01 |
| 869 | 8518 | 755 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-08-01 |
| 870 | 8444 | 681 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-08-01 |
| 871 | 9346 | 631 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2013-01-01 |
| 872 | 7508 | 705 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-03-01 |
| 873 | 8379 | 616 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-08-01 |
| 874 | 8109 | 730 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-06-01 |
| 875 | 8323 | 752 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-07-01 |
| 876 | 8868 | 729 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-10-01 |
| 877 | 7651 | 656 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-04-01 |
| 878 | 8970 | 639 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-11-01 |
| 879 | 7616 | 621 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-04-01 |
| 880 | 9454 | 739 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2013-01-01 |
| 881 | 9318 | 603 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2013-01-01 |
| 882 | 8196 | 625 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-07-01 |
| 883 | 9250 | 727 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-12-01 |
| 884 | 8956 | 625 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-11-01 |
| 885 | 9127 | 604 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-12-01 |
| 886 | 7738 | 743 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-04-01 |
| 887 | 8278 | 707 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-07-01 |
| 888 | 8269 | 698 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-07-01 |
| 889 | 8593 | 646 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-09-01 |
| 890 | 8075 | 696 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-06-01 |
| 891 | 9332 | 617 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2013-01-01 |
| 892 | 8886 | 747 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-10-01 |
| 893 | 8651 | 704 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-09-01 |
| 894 | 8548 | 601 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-09-01 |
| 895 | 8200 | 629 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-07-01 |
| 896 | 9306 | 591 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2013-01-01 |
| 897 | 7940 | 753 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-05-01 |
| 898 | 7395 | 592 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-03-01 |
| 899 | 7449 | 646 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-03-01 |
| 900 | 9311 | 596 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2013-01-01 |
| 901 | 7726 | 731 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-04-01 |
| 902 | 8093 | 714 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-06-01 |
| 903 | 8561 | 614 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-09-01 |
| 904 | 7299 | 688 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-02-01 |
| 905 | 9111 | 780 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-11-01 |
| 906 | 8103 | 724 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-06-01 |
| 907 | 8974 | 643 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-11-01 |
| 908 | 8753 | 614 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-10-01 |
| 909 | 8032 | 653 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-06-01 |
| 910 | 7212 | 601 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-02-01 |
| 911 | 7530 | 727 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-03-01 |
| 912 | 8116 | 737 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-06-01 |
| 913 | 8420 | 657 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-08-01 |
| 914 | 9195 | 672 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-12-01 |
| 915 | 8355 | 592 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-08-01 |
| 916 | 7248 | 637 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-02-01 |
| 917 | 9016 | 685 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-11-01 |
| 918 | 7330 | 719 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-02-01 |
| 919 | 7702 | 707 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-04-01 |
| 920 | 7601 | 606 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-04-01 |
| 921 | 9203 | 680 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-12-01 |
| 922 | 8523 | 760 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-08-01 |
| 923 | 7675 | 680 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-04-01 |
| 924 | 7896 | 709 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-05-01 |
| 925 | 9227 | 704 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-12-01 |
| 926 | 7525 | 722 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-03-01 |
| 927 | 8758 | 619 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-10-01 |
| 928 | 8533 | 770 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-08-01 |
| 929 | 8034 | 655 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-06-01 |
| 930 | 7910 | 723 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-05-01 |
| 931 | 8682 | 735 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-09-01 |
| 932 | 8490 | 727 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-08-01 |
| 933 | 8303 | 732 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-07-01 |
| 934 | 8999 | 668 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-11-01 |
| 935 | 9408 | 693 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2013-01-01 |
| 936 | 7441 | 638 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-03-01 |
| 937 | 8028 | 649 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-06-01 |
| 938 | 8718 | 771 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-09-01 |
| 939 | 7828 | 641 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-05-01 |
| 940 | 8419 | 656 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-08-01 |
| 941 | 7846 | 659 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-05-01 |
| 942 | 8378 | 615 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-08-01 |
| 943 | 7631 | 636 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-04-01 |
| 944 | 7715 | 720 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-04-01 |
| 945 | 9007 | 676 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-11-01 |
| 946 | 8289 | 718 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-07-01 |
| 947 | 9201 | 678 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-12-01 |
| 948 | 7594 | 599 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-04-01 |
| 949 | 8812 | 673 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-10-01 |
| 950 | 8096 | 717 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-06-01 |
| 951 | 8324 | 753 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-07-01 |
| 952 | 7444 | 641 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-03-01 |
| 953 | 8507 | 744 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-08-01 |
| 954 | 8179 | 608 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-07-01 |
| 955 | 8216 | 645 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-07-01 |
| 956 | 7558 | 755 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-03-01 |
| 957 | 8061 | 682 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-06-01 |
| 958 | 7251 | 640 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-02-01 |
| 959 | 7994 | 615 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-06-01 |
| 960 | 8600 | 653 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-09-01 |
| 961 | 9480 | 765 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2013-01-01 |
| 962 | 8728 | 781 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-09-01 |
| 963 | 9356 | 641 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2013-01-01 |
| 964 | 8796 | 657 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-10-01 |
| 965 | 7456 | 653 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-03-01 |
| 966 | 7996 | 617 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-06-01 |
| 967 | 7385 | 774 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-02-01 |
| 968 | 9208 | 685 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-12-01 |
| 969 | 8962 | 631 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-11-01 |
| 970 | 7985 | 606 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-06-01 |
| 971 | 8604 | 657 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-09-01 |
| 972 | 8811 | 672 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-10-01 |
| 973 | 8939 | 608 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-11-01 |
| 974 | 8806 | 667 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-10-01 |
| 975 | 8127 | 748 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-06-01 |
| 976 | 9409 | 694 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2013-01-01 |
| 977 | 9088 | 757 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-11-01 |
| 978 | 9464 | 749 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2013-01-01 |
| 979 | 8057 | 678 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-06-01 |
| 980 | 7542 | 739 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-03-01 |
| 981 | 8496 | 733 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-08-01 |
| 982 | 8552 | 605 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-09-01 |
| 983 | 7224 | 613 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-02-01 |
| 984 | 9251 | 728 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-12-01 |
| 985 | 8319 | 748 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-07-01 |
| 986 | 7433 | 630 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-03-01 |
| 987 | 9192 | 669 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-12-01 |
| 988 | 7817 | 630 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-05-01 |
| 989 | 9350 | 635 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2013-01-01 |
| 990 | 9254 | 731 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-12-01 |
| 991 | 7400 | 597 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-03-01 |
| 992 | 8017 | 638 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-06-01 |
| 993 | 8875 | 736 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-10-01 |
| 994 | 7913 | 726 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-05-01 |
| 995 | 8234 | 663 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-07-01 |
| 996 | 8995 | 664 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-11-01 |
| 997 | 9093 | 762 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-11-01 |
| 998 | 7418 | 615 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-03-01 |
| 999 | 7978 | 599 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-06-01 |
| 1000 | 7742 | 747 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-04-01 |
| 1001 | 9214 | 691 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-12-01 |
| 1002 | 7353 | 742 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-02-01 |
| 1003 | 7250 | 639 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-02-01 |
| 1004 | 8554 | 607 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-09-01 |
| 1005 | 8836 | 697 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-10-01 |
| 1006 | 8450 | 687 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-08-01 |
| 1007 | 8568 | 621 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-09-01 |
| 1008 | 8083 | 704 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-06-01 |
| 1009 | 8257 | 686 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-07-01 |
| 1010 | 7831 | 644 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-05-01 |
| 1011 | 7291 | 680 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-02-01 |
| 1012 | 8176 | 605 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-07-01 |
| 1013 | 9279 | 756 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-12-01 |
| 1014 | 7328 | 717 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-02-01 |
| 1015 | 8423 | 660 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-08-01 |
| 1016 | 8185 | 614 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-07-01 |
| 1017 | 7560 | 757 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-03-01 |
| 1018 | 7922 | 735 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-05-01 |
| 1019 | 8049 | 670 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-06-01 |
| 1020 | 8393 | 630 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-08-01 |
| 1021 | 8853 | 714 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-10-01 |
| 1022 | 8376 | 613 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-08-01 |
| 1023 | 8447 | 684 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-08-01 |
| 1024 | 8655 | 708 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-09-01 |
| 1025 | 9423 | 708 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2013-01-01 |
| 1026 | 7325 | 714 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-02-01 |
| 1027 | 7736 | 741 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-04-01 |
| 1028 | 7293 | 682 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-02-01 |
| 1029 | 8741 | 602 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-10-01 |
| 1030 | 8847 | 708 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-10-01 |
| 1031 | 8937 | 606 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-11-01 |
| 1032 | 7593 | 598 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-04-01 |
| 1033 | 7355 | 744 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-02-01 |
| 1034 | 8346 | 775 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-07-01 |
| 1035 | 9321 | 606 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2013-01-01 |
| 1036 | 7663 | 668 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-04-01 |
| 1037 | 9502 | 779 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-08-01 |
| 1038 | 7473 | 670 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-03-01 |
| 1039 | 7887 | 700 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-05-01 |
| 1040 | 9260 | 737 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-12-01 |
| 1041 | 7800 | 613 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-05-01 |
| 1042 | 7620 | 625 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-04-01 |
| 1043 | 8803 | 664 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-10-01 |
| 1044 | 8862 | 723 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-10-01 |
| 1045 | 7413 | 610 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-03-01 |
| 1046 | 8009 | 630 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-06-01 |
| 1047 | 8107 | 728 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-06-01 |
| 1048 | 7595 | 600 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-04-01 |
| 1049 | 9486 | 771 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2013-01-01 |
| 1050 | 7718 | 723 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-04-01 |
| 1051 | 9435 | 720 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2013-01-01 |
| 1052 | 9414 | 699 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2013-01-01 |
| 1053 | 8489 | 726 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-08-01 |
| 1054 | 9179 | 656 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-12-01 |
| 1055 | 8159 | 780 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-06-01 |
| 1056 | 7563 | 760 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-03-01 |
| 1057 | 9441 | 726 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2013-01-01 |
| 1058 | 7290 | 679 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-02-01 |
| 1059 | 7203 | 592 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-02-01 |
| 1060 | 7864 | 677 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-05-01 |
| 1061 | 7415 | 612 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-03-01 |
| 1062 | 9459 | 744 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2013-01-01 |
| 1063 | 7211 | 600 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-02-01 |
| 1064 | 8218 | 647 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-07-01 |
| 1065 | 7513 | 710 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-03-01 |
| 1066 | 8504 | 741 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-08-01 |
| 1067 | 8018 | 639 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-06-01 |
| 1068 | 9020 | 689 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-11-01 |
| 1069 | 8386 | 623 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-08-01 |
| 1070 | 9324 | 609 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2013-01-01 |
| 1071 | 8969 | 638 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-11-01 |
| 1072 | 7588 | 593 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-04-01 |
| 1073 | 9063 | 732 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-11-01 |
| 1074 | 9058 | 727 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-11-01 |
| 1075 | 7744 | 749 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-04-01 |
| 1076 | 8237 | 666 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-07-01 |
| 1077 | 9153 | 630 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-12-01 |
| 1078 | 9436 | 721 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2013-01-01 |
| 1079 | 8449 | 686 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-08-01 |
| 1080 | 9420 | 705 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2013-01-01 |
| 1081 | 9085 | 754 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-11-01 |
| 1082 | 9228 | 705 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-12-01 |
| 1083 | 8145 | 766 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-06-01 |
| 1084 | 7953 | 766 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-05-01 |
| 1085 | 8781 | 642 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-10-01 |
| 1086 | 8153 | 774 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-06-01 |
| 1087 | 7997 | 618 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-06-01 |
| 1088 | 8243 | 672 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-07-01 |
| 1089 | 8453 | 690 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-08-01 |
| 1090 | 8365 | 602 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-08-01 |
| 1091 | 7963 | 776 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-05-01 |
| 1092 | 7254 | 643 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-02-01 |
| 1093 | 9479 | 764 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2013-01-01 |
| 1094 | 8288 | 717 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-07-01 |
| 1095 | 8642 | 695 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-09-01 |
| 1096 | 9030 | 699 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-11-01 |
| 1097 | 7573 | 770 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-03-01 |
| 1098 | 8967 | 636 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-11-01 |
| 1099 | 8140 | 761 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-06-01 |
| 1100 | 8910 | 771 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-10-01 |
| 1101 | 7777 | 782 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-04-01 |
| 1102 | 8485 | 722 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-08-01 |
| 1103 | 8366 | 603 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-08-01 |
| 1104 | 8146 | 767 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-06-01 |
| 1105 | 7648 | 653 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-04-01 |
| 1106 | 7830 | 643 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-05-01 |
| 1107 | 7611 | 616 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-04-01 |
| 1108 | 7874 | 687 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-05-01 |
| 1109 | 7206 | 595 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-02-01 |
| 1110 | 8575 | 628 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-09-01 |
| 1111 | 7216 | 605 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-02-01 |
| 1112 | 9472 | 757 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2013-01-01 |
| 1113 | 7959 | 772 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-05-01 |
| 1114 | 7683 | 688 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-04-01 |
| 1115 | 8259 | 688 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-07-01 |
| 1116 | 8647 | 700 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-09-01 |
| 1117 | 7232 | 621 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-02-01 |
| 1118 | 9401 | 686 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2013-01-01 |
| 1119 | 8188 | 617 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-07-01 |
| 1120 | 9373 | 658 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2013-01-01 |
| 1121 | 7796 | 609 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-05-01 |
| 1122 | 7396 | 593 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-03-01 |
| 1123 | 8795 | 656 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-10-01 |
| 1124 | 7764 | 769 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-04-01 |
| 1125 | 8198 | 627 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-07-01 |
| 1126 | 8244 | 673 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-07-01 |
| 1127 | 8871 | 732 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-10-01 |
| 1128 | 8190 | 619 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-07-01 |
| 1129 | 8878 | 739 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-10-01 |
| 1130 | 8706 | 759 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-09-01 |
| 1131 | 8076 | 697 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-06-01 |
| 1132 | 8512 | 749 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-08-01 |
| 1133 | 8271 | 700 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-07-01 |
| 1134 | 7952 | 765 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-05-01 |
| 1135 | 8020 | 641 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-06-01 |
| 1136 | 9183 | 660 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-12-01 |
| 1137 | 7314 | 703 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-02-01 |
| 1138 | 9366 | 651 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2013-01-01 |
| 1139 | 7666 | 671 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-04-01 |
| 1140 | 8091 | 712 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-06-01 |
| 1141 | 9025 | 694 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-11-01 |
| 1142 | 7779 | 592 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-05-01 |
| 1143 | 8422 | 659 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-08-01 |
| 1144 | 7852 | 665 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-05-01 |
| 1145 | 9323 | 608 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2013-01-01 |
| 1146 | 9083 | 752 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-11-01 |
| 1147 | 7354 | 743 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-02-01 |
| 1148 | 8474 | 711 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-08-01 |
| 1149 | 8348 | 777 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-07-01 |
| 1150 | 8612 | 665 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-09-01 |
| 1151 | 7993 | 614 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-06-01 |
| 1152 | 8989 | 658 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-11-01 |
| 1153 | 7240 | 629 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-02-01 |
| 1154 | 9274 | 751 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-12-01 |
| 1155 | 8214 | 643 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-07-01 |
| 1156 | 8390 | 627 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-08-01 |
| 1157 | 7446 | 643 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-03-01 |
| 1158 | 8691 | 744 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-09-01 |
| 1159 | 8649 | 702 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-09-01 |
| 1160 | 7361 | 750 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-02-01 |
| 1161 | 8963 | 632 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-11-01 |
| 1162 | 7872 | 685 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-05-01 |
| 1163 | 8545 | 598 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-09-01 |
| 1164 | 8870 | 731 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-10-01 |
| 1165 | 7492 | 689 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-03-01 |
| 1166 | 7548 | 745 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-03-01 |
| 1167 | 7965 | 778 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-05-01 |
| 1168 | 8227 | 656 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-07-01 |
| 1169 | 7935 | 748 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-05-01 |
| 1170 | 8253 | 682 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-07-01 |
| 1171 | 7865 | 678 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-05-01 |
| 1172 | 7785 | 598 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-05-01 |
| 1173 | 7482 | 679 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-03-01 |
| 1174 | 8325 | 754 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-07-01 |
| 1175 | 8851 | 712 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-10-01 |
| 1176 | 9139 | 616 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-12-01 |
| 1177 | 9400 | 685 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2013-01-01 |
| 1178 | 9084 | 753 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-11-01 |
| 1179 | 8912 | 773 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-10-01 |
| 1180 | 9070 | 739 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-11-01 |
| 1181 | 7246 | 635 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-02-01 |
| 1182 | 7448 | 645 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-03-01 |
| 1183 | 7992 | 613 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-06-01 |
| 1184 | 7406 | 603 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-03-01 |
| 1185 | 8562 | 615 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-09-01 |
| 1186 | 8015 | 636 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-06-01 |
| 1187 | 7801 | 614 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-05-01 |
| 1188 | 8693 | 746 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-09-01 |
| 1189 | 8092 | 713 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-06-01 |
| 1190 | 8681 | 734 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-09-01 |
| 1191 | 7625 | 630 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-04-01 |
| 1192 | 7847 | 660 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-05-01 |
| 1193 | 9148 | 625 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-12-01 |
| 1194 | 8921 | 782 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-10-01 |
| 1195 | 7538 | 735 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-03-01 |
| 1196 | 8549 | 602 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-09-01 |
| 1197 | 7208 | 597 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-02-01 |
| 1198 | 9101 | 770 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-11-01 |
| 1199 | 8957 | 626 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-11-01 |
| 1200 | 8286 | 715 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-07-01 |
| 1201 | 7332 | 721 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-02-01 |
| 1202 | 8004 | 625 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-06-01 |
| 1203 | 8241 | 670 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-07-01 |
| 1204 | 8130 | 751 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-06-01 |
| 1205 | 7310 | 699 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-02-01 |
| 1206 | 7533 | 730 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-03-01 |
| 1207 | 9500 | 777 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-08-01 |
| 1208 | 8964 | 633 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-11-01 |
| 1209 | 9287 | 764 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-12-01 |
| 1210 | 9390 | 675 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2013-01-01 |
| 1211 | 8708 | 761 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-09-01 |
| 1212 | 8212 | 641 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-07-01 |
| 1213 | 7752 | 757 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-04-01 |
| 1214 | 8743 | 604 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-10-01 |
| 1215 | 7906 | 719 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-05-01 |
| 1216 | 8099 | 720 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-06-01 |
| 1217 | 8327 | 756 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-07-01 |
| 1218 | 8667 | 720 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-09-01 |
| 1219 | 7989 | 610 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-06-01 |
| 1220 | 8248 | 677 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-07-01 |
| 1221 | 9292 | 769 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-12-01 |
| 1222 | 8265 | 694 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-07-01 |
| 1223 | 8990 | 659 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-11-01 |
| 1224 | 7928 | 741 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-05-01 |
| 1225 | 9165 | 642 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-12-01 |
| 1226 | 8543 | 596 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-09-01 |
| 1227 | 8381 | 618 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-08-01 |
| 1228 | 8221 | 650 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-07-01 |
| 1229 | 7432 | 629 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-03-01 |
| 1230 | 8885 | 746 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-10-01 |
| 1231 | 8527 | 764 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-08-01 |
| 1232 | 8384 | 621 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-08-01 |
| 1233 | 7622 | 627 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-04-01 |
| 1234 | 9427 | 712 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2013-01-01 |
| 1235 | 8344 | 773 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-07-01 |
| 1236 | 7885 | 698 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-05-01 |
| 1237 | 7231 | 620 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-02-01 |
| 1238 | 9494 | 779 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2013-01-01 |
| 1239 | 8435 | 672 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-08-01 |
| 1240 | 9417 | 702 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2013-01-01 |
| 1241 | 8392 | 629 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-08-01 |
| 1242 | 8742 | 603 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-10-01 |
| 1243 | 7501 | 698 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-03-01 |
| 1244 | 9367 | 652 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2013-01-01 |
| 1245 | 8511 | 748 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-08-01 |
| 1246 | 8755 | 616 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-10-01 |
| 1247 | 7778 | 591 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-05-01 |
| 1248 | 8368 | 605 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-08-01 |
| 1249 | 7854 | 667 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-05-01 |
| 1250 | 9298 | 775 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-12-01 |
| 1251 | 8494 | 731 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-08-01 |
| 1252 | 7799 | 612 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-05-01 |
| 1253 | 8761 | 622 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-10-01 |
| 1254 | 9137 | 614 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-12-01 |
| 1255 | 9076 | 745 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-11-01 |
| 1256 | 8048 | 669 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-06-01 |
| 1257 | 8645 | 698 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-09-01 |
| 1258 | 9378 | 663 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2013-01-01 |
| 1259 | 7971 | 592 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-06-01 |
| 1260 | 8161 | 782 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-06-01 |
| 1261 | 8042 | 663 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-06-01 |
| 1262 | 9059 | 728 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-11-01 |
| 1263 | 7870 | 683 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-05-01 |
| 1264 | 7981 | 602 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-06-01 |
| 1265 | 7512 | 709 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-03-01 |
| 1266 | 8505 | 742 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-08-01 |
| 1267 | 9488 | 773 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2013-01-01 |
| 1268 | 9477 | 762 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2013-01-01 |
| 1269 | 7842 | 655 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-05-01 |
| 1270 | 9302 | 779 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-12-01 |
| 1271 | 8442 | 679 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-08-01 |
| 1272 | 9209 | 686 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-12-01 |
| 1273 | 8513 | 750 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-08-01 |
| 1274 | 7375 | 764 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-02-01 |
| 1275 | 9314 | 599 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2013-01-01 |
| 1276 | 7875 | 688 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-05-01 |
| 1277 | 7610 | 615 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-04-01 |
| 1278 | 8167 | 596 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-07-01 |
| 1279 | 8342 | 771 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-07-01 |
| 1280 | 7646 | 651 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-04-01 |
| 1281 | 7469 | 666 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-03-01 |
| 1282 | 8881 | 742 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-10-01 |
| 1283 | 9069 | 738 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-11-01 |
| 1284 | 7263 | 652 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-02-01 |
| 1285 | 8676 | 729 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-09-01 |
| 1286 | 9291 | 768 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-12-01 |
| 1287 | 8720 | 773 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-09-01 |
| 1288 | 8712 | 765 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-09-01 |
| 1289 | 7398 | 595 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-03-01 |
| 1290 | 8725 | 778 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-09-01 |
| 1291 | 8217 | 646 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-07-01 |
| 1292 | 8166 | 595 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-07-01 |
| 1293 | 9086 | 755 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-11-01 |
| 1294 | 8204 | 633 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-07-01 |
| 1295 | 8606 | 659 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-09-01 |
| 1296 | 7649 | 654 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-04-01 |
| 1297 | 9448 | 733 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2013-01-01 |
| 1298 | 9115 | 592 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-12-01 |
| 1299 | 8293 | 722 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-07-01 |
| 1300 | 9428 | 713 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2013-01-01 |
| 1301 | 8397 | 634 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-08-01 |
| 1302 | 9361 | 646 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2013-01-01 |
| 1303 | 7465 | 662 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-03-01 |
| 1304 | 9051 | 720 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-11-01 |
| 1305 | 7321 | 710 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-02-01 |
| 1306 | 9277 | 754 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-12-01 |
| 1307 | 7600 | 605 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-04-01 |
| 1308 | 9252 | 729 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-12-01 |
| 1309 | 8030 | 651 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-06-01 |
| 1310 | 7387 | 776 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-02-01 |
| 1311 | 9497 | 782 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2013-01-01 |
| 1312 | 9359 | 644 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2013-01-01 |
| 1313 | 7930 | 743 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-05-01 |
| 1314 | 9021 | 690 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-11-01 |
| 1315 | 7635 | 640 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-04-01 |
| 1316 | 8195 | 624 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-07-01 |
| 1317 | 7399 | 596 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-03-01 |
| 1318 | 9003 | 672 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-11-01 |
| 1319 | 8441 | 678 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-08-01 |
| 1320 | 7900 | 713 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-05-01 |
| 1321 | 8909 | 770 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-10-01 |
| 1322 | 7912 | 725 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-05-01 |
| 1323 | 8473 | 710 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-08-01 |
| 1324 | 8478 | 715 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-08-01 |
| 1325 | 8037 | 658 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-06-01 |
| 1326 | 8744 | 605 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-10-01 |
| 1327 | 8394 | 631 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-08-01 |
| 1328 | 9301 | 778 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-12-01 |
| 1329 | 8106 | 727 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-06-01 |
| 1330 | 8101 | 722 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-06-01 |
| 1331 | 7322 | 711 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-02-01 |
| 1332 | 9374 | 659 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2013-01-01 |
| 1333 | 9476 | 761 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2013-01-01 |
| 1334 | 9079 | 748 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-11-01 |
| 1335 | 8136 | 757 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-06-01 |
| 1336 | 7905 | 718 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-05-01 |
| 1337 | 9009 | 678 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-11-01 |
| 1338 | 7236 | 625 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-02-01 |
| 1339 | 9213 | 690 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-12-01 |
| 1340 | 9393 | 678 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2013-01-01 |
| 1341 | 9338 | 623 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2013-01-01 |
| 1342 | 8945 | 614 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-11-01 |
| 1343 | 8439 | 676 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-08-01 |
| 1344 | 8328 | 757 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-07-01 |
| 1345 | 7564 | 761 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-03-01 |
| 1346 | 7393 | 782 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-02-01 |
| 1347 | 8574 | 627 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-09-01 |
| 1348 | 7835 | 648 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-05-01 |
| 1349 | 8097 | 718 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-06-01 |
| 1350 | 7476 | 673 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-03-01 |
| 1351 | 8888 | 749 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-10-01 |
| 1352 | 8797 | 658 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-10-01 |
| 1353 | 7680 | 685 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-04-01 |
| 1354 | 7823 | 636 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-05-01 |
| 1355 | 8451 | 688 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-08-01 |
| 1356 | 7276 | 665 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-02-01 |
| 1357 | 8230 | 659 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-07-01 |
| 1358 | 8861 | 722 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-10-01 |
| 1359 | 7656 | 661 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-04-01 |
| 1360 | 8294 | 723 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-07-01 |
| 1361 | 7637 | 642 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-04-01 |
| 1362 | 8624 | 677 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-09-01 |
| 1363 | 7570 | 767 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-03-01 |
| 1364 | 8805 | 666 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-10-01 |
| 1365 | 7496 | 693 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-03-01 |
| 1366 | 9281 | 758 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-12-01 |
| 1367 | 8716 | 769 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-09-01 |
| 1368 | 8081 | 702 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-06-01 |
| 1369 | 7416 | 613 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-03-01 |
| 1370 | 7816 | 629 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-05-01 |
| 1371 | 8408 | 645 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-08-01 |
| 1372 | 8787 | 648 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-10-01 |
| 1373 | 9185 | 662 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-12-01 |
| 1374 | 7331 | 720 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-02-01 |
| 1375 | 8789 | 650 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-10-01 |
| 1376 | 7628 | 633 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-04-01 |
| 1377 | 8135 | 756 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-06-01 |
| 1378 | 8128 | 749 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-06-01 |
| 1379 | 8201 | 630 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-07-01 |
| 1380 | 8641 | 694 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-09-01 |
| 1381 | 7516 | 713 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-03-01 |
| 1382 | 7751 | 756 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-04-01 |
| 1383 | 7430 | 627 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-03-01 |
| 1384 | 8738 | 599 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-10-01 |
| 1385 | 9132 | 609 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-12-01 |
| 1386 | 7392 | 781 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-02-01 |
| 1387 | 8715 | 768 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-09-01 |
| 1388 | 7836 | 649 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-05-01 |
| 1389 | 7309 | 698 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-02-01 |
| 1390 | 9220 | 697 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-12-01 |
| 1391 | 7735 | 740 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-04-01 |
| 1392 | 8525 | 762 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-08-01 |
| 1393 | 8747 | 608 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-10-01 |
| 1394 | 7226 | 615 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-02-01 |
| 1395 | 7810 | 623 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-05-01 |
| 1396 | 7988 | 609 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-06-01 |
| 1397 | 8126 | 747 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-06-01 |
| 1398 | 9019 | 688 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-11-01 |
| 1399 | 8178 | 607 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-07-01 |
| 1400 | 8090 | 711 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-06-01 |
| 1401 | 8013 | 634 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-06-01 |
| 1402 | 8508 | 745 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-08-01 |
| 1403 | 7895 | 708 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-05-01 |
| 1404 | 7202 | 591 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-02-01 |
| 1405 | 7976 | 597 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-06-01 |
| 1406 | 9039 | 708 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-11-01 |
| 1407 | 9357 | 642 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2013-01-01 |
| 1408 | 9283 | 760 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-12-01 |
| 1409 | 8341 | 770 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-07-01 |
| 1410 | 7815 | 628 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-05-01 |
| 1411 | 8082 | 703 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-06-01 |
| 1412 | 7630 | 635 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-04-01 |
| 1413 | 8922 | 591 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-11-01 |
| 1414 | 9190 | 667 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-12-01 |
| 1415 | 8026 | 647 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-06-01 |
| 1416 | 7658 | 663 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-04-01 |
| 1417 | 8555 | 608 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-09-01 |
| 1418 | 8056 | 677 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-06-01 |
| 1419 | 9027 | 696 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-11-01 |
| 1420 | 9399 | 684 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2013-01-01 |
| 1421 | 7247 | 636 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-02-01 |
| 1422 | 7787 | 600 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-05-01 |
| 1423 | 8760 | 621 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-10-01 |
| 1424 | 7597 | 602 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-04-01 |
| 1425 | 7422 | 619 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-03-01 |
| 1426 | 9117 | 594 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-12-01 |
| 1427 | 7304 | 693 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-02-01 |
| 1428 | 8095 | 716 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-06-01 |
| 1429 | 9437 | 722 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2013-01-01 |
| 1430 | 7214 | 603 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-02-01 |
| 1431 | 9412 | 697 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2013-01-01 |
| 1432 | 8060 | 681 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-06-01 |
| 1433 | 9368 | 653 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2013-01-01 |
| 1434 | 8537 | 774 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-08-01 |
| 1435 | 7288 | 677 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-02-01 |
| 1436 | 8240 | 669 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-07-01 |
| 1437 | 8008 | 629 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-06-01 |
| 1438 | 9463 | 748 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2013-01-01 |
| 1439 | 8602 | 655 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-09-01 |
| 1440 | 7391 | 780 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-02-01 |
| 1441 | 7647 | 652 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-04-01 |
| 1442 | 9392 | 677 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2013-01-01 |
| 1443 | 9246 | 723 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-12-01 |
| 1444 | 7927 | 740 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-05-01 |
| 1445 | 7507 | 704 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-03-01 |
| 1446 | 7897 | 710 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-05-01 |
| 1447 | 8072 | 693 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-06-01 |
| 1448 | 8859 | 720 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-10-01 |
| 1449 | 9471 | 756 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2013-01-01 |
| 1450 | 9388 | 673 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2013-01-01 |
| 1451 | 9205 | 682 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-12-01 |
| 1452 | 9067 | 736 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-11-01 |
| 1453 | 8601 | 654 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-09-01 |
| 1454 | 8634 | 687 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-09-01 |
| 1455 | 7931 | 744 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-05-01 |
| 1456 | 7891 | 704 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-05-01 |
| 1457 | 8994 | 663 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-11-01 |
| 1458 | 9431 | 716 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2013-01-01 |
| 1459 | 7307 | 696 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-02-01 |
| 1460 | 8377 | 614 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-08-01 |
| 1461 | 8893 | 754 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-10-01 |
| 1462 | 8721 | 774 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-09-01 |
| 1463 | 9147 | 624 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-12-01 |
| 1464 | 8955 | 624 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-11-01 |
| 1465 | 8354 | 591 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-08-01 |
| 1466 | 9489 | 774 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2013-01-01 |
| 1467 | 8207 | 636 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-07-01 |
| 1468 | 9285 | 762 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-12-01 |
| 1469 | 8653 | 706 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-09-01 |
| 1470 | 7871 | 684 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-05-01 |
| 1471 | 7215 | 604 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-02-01 |
| 1472 | 8492 | 729 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-08-01 |
| 1473 | 9493 | 778 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2013-01-01 |
| 1474 | 8826 | 687 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-10-01 |
| 1475 | 7943 | 756 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-05-01 |
| 1476 | 7345 | 734 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-02-01 |
| 1477 | 8317 | 746 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-07-01 |
| 1478 | 8726 | 779 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-09-01 |
| 1479 | 9245 | 722 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-12-01 |
| 1480 | 7238 | 627 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-02-01 |
| 1481 | 7714 | 719 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-04-01 |
| 1482 | 8263 | 692 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-07-01 |
| 1483 | 7812 | 625 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-05-01 |
| 1484 | 8133 | 754 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-06-01 |
| 1485 | 8581 | 634 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-09-01 |
| 1486 | 8479 | 716 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-08-01 |
| 1487 | 8270 | 699 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-07-01 |
| 1488 | 8024 | 645 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-06-01 |
| 1489 | 9006 | 675 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-11-01 |
| 1490 | 7531 | 728 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-03-01 |
| 1491 | 9365 | 650 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2013-01-01 |
| 1492 | 7707 | 712 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-04-01 |
| 1493 | 7277 | 666 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-02-01 |
| 1494 | 8765 | 626 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-10-01 |
| 1495 | 8125 | 746 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-06-01 |
| 1496 | 8615 | 668 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-09-01 |
| 1497 | 8498 | 735 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-08-01 |
| 1498 | 7260 | 649 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-02-01 |
| 1499 | 7367 | 756 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-02-01 |
| 1500 | 7829 | 642 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-05-01 |
| 1501 | 7746 | 751 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-04-01 |
| 1502 | 9263 | 740 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-12-01 |
| 1503 | 8035 | 656 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-06-01 |
| 1504 | 8051 | 672 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-06-01 |
| 1505 | 8038 | 659 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-06-01 |
| 1506 | 9235 | 712 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-12-01 |
| 1507 | 8639 | 692 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-09-01 |
| 1508 | 8754 | 615 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-10-01 |
| 1509 | 7834 | 647 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-05-01 |
| 1510 | 9057 | 726 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-11-01 |
| 1511 | 7306 | 695 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-02-01 |
| 1512 | 7528 | 725 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-03-01 |
| 1513 | 9170 | 647 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-12-01 |
| 1514 | 8031 | 652 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-06-01 |
| 1515 | 7669 | 674 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-04-01 |
| 1516 | 9046 | 715 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-11-01 |
| 1517 | 9223 | 700 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-12-01 |
| 1518 | 9466 | 751 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2013-01-01 |
| 1519 | 8066 | 687 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-06-01 |
| 1520 | 8304 | 733 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-07-01 |
| 1521 | 8069 | 690 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-06-01 |
| 1522 | 9358 | 643 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2013-01-01 |
| 1523 | 7756 | 761 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-04-01 |
| 1524 | 9422 | 707 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2013-01-01 |
| 1525 | 8112 | 733 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-06-01 |
| 1526 | 7544 | 741 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-03-01 |
| 1527 | 8132 | 753 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-06-01 |
| 1528 | 8546 | 599 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-09-01 |
| 1529 | 8025 | 646 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-06-01 |
| 1530 | 8070 | 691 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-06-01 |
| 1531 | 7653 | 658 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-04-01 |
| 1532 | 8370 | 607 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-08-01 |
| 1533 | 8391 | 628 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-08-01 |
| 1534 | 8920 | 781 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-10-01 |
| 1535 | 7274 | 663 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-02-01 |
| 1536 | 9200 | 677 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-12-01 |
| 1537 | 8695 | 748 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-09-01 |
| 1538 | 8903 | 764 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-10-01 |
| 1539 | 9395 | 680 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2013-01-01 |
| 1540 | 8111 | 732 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-06-01 |
| 1541 | 8471 | 708 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-08-01 |
| 1542 | 7759 | 764 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-04-01 |
| 1543 | 8556 | 609 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-09-01 |
| 1544 | 8011 | 632 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-06-01 |
| 1545 | 8914 | 775 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-10-01 |
| 1546 | 8041 | 662 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-06-01 |
| 1547 | 7286 | 675 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-02-01 |
| 1548 | 8906 | 767 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-10-01 |
| 1549 | 8656 | 709 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-09-01 |
| 1550 | 8614 | 667 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-09-01 |
| 1551 | 9352 | 637 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2013-01-01 |
| 1552 | 8980 | 649 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-11-01 |
| 1553 | 8625 | 678 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-09-01 |
| 1554 | 9178 | 655 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-12-01 |
| 1555 | 7916 | 729 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-05-01 |
| 1556 | 7745 | 750 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-04-01 |
| 1557 | 7919 | 732 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-05-01 |
| 1558 | 7687 | 692 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-04-01 |
| 1559 | 9483 | 768 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2013-01-01 |
| 1560 | 8839 | 700 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-10-01 |
| 1561 | 7955 | 768 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-05-01 |
| 1562 | 7934 | 747 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-05-01 |
| 1563 | 7708 | 713 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-04-01 |
| 1564 | 8599 | 652 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-09-01 |
| 1565 | 8727 | 780 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-09-01 |
| 1566 | 7881 | 694 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-05-01 |
| 1567 | 8481 | 718 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-08-01 |
| 1568 | 8529 | 766 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-08-01 |
| 1569 | 9087 | 756 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-11-01 |
| 1570 | 8933 | 602 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-11-01 |
| 1571 | 9487 | 772 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2013-01-01 |
| 1572 | 9075 | 744 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-11-01 |
| 1573 | 7753 | 758 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-04-01 |
| 1574 | 8827 | 688 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-10-01 |
| 1575 | 9028 | 697 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-11-01 |
| 1576 | 7684 | 689 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-04-01 |
| 1577 | 8648 | 701 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-09-01 |
| 1578 | 7488 | 685 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-03-01 |
| 1579 | 8152 | 773 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-06-01 |
| 1580 | 7436 | 633 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-03-01 |
| 1581 | 9450 | 735 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2013-01-01 |
| 1582 | 8804 | 665 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-10-01 |
| 1583 | 7775 | 780 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-04-01 |
| 1584 | 7326 | 715 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-02-01 |
| 1585 | 7308 | 697 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-02-01 |
| 1586 | 7213 | 602 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-02-01 |
| 1587 | 8521 | 758 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-08-01 |
| 1588 | 7586 | 591 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-04-01 |
| 1589 | 8054 | 675 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-06-01 |
| 1590 | 8353 | 782 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-07-01 |
| 1591 | 7741 | 746 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-04-01 |
| 1592 | 7447 | 644 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-03-01 |
| 1593 | 7317 | 706 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-02-01 |
| 1594 | 8154 | 775 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-06-01 |
| 1595 | 8942 | 611 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-11-01 |
| 1596 | 8183 | 612 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-07-01 |
| 1597 | 9397 | 682 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2013-01-01 |
| 1598 | 7490 | 687 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-03-01 |
| 1599 | 7763 | 768 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-04-01 |
| 1600 | 9469 | 754 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2013-01-01 |
| 1601 | 7545 | 742 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-03-01 |
| 1602 | 8944 | 613 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-11-01 |
| 1603 | 8351 | 780 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-07-01 |
| 1604 | 8762 | 623 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-10-01 |
| 1605 | 8175 | 604 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-07-01 |
| 1606 | 9036 | 705 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-11-01 |
| 1607 | 8454 | 691 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-08-01 |
| 1608 | 9095 | 764 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-11-01 |
| 1609 | 9307 | 592 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2013-01-01 |
| 1610 | 8465 | 702 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-08-01 |
| 1611 | 9310 | 595 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2013-01-01 |
| 1612 | 7890 | 703 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-05-01 |
| 1613 | 7489 | 686 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-03-01 |
| 1614 | 8292 | 721 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-07-01 |
| 1615 | 8542 | 595 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-09-01 |
| 1616 | 7804 | 617 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-05-01 |
| 1617 | 7604 | 609 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-04-01 |
| 1618 | 7626 | 631 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-04-01 |
| 1619 | 7425 | 622 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-03-01 |
| 1620 | 7776 | 781 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-04-01 |
| 1621 | 8783 | 644 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-10-01 |
| 1622 | 8949 | 618 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-11-01 |
| 1623 | 9231 | 708 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-12-01 |
| 1624 | 8461 | 698 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-08-01 |
| 1625 | 8482 | 719 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-08-01 |
| 1626 | 7381 | 770 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-02-01 |
| 1627 | 7221 | 610 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-02-01 |
| 1628 | 8685 | 738 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-09-01 |
| 1629 | 8202 | 631 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-07-01 |
| 1630 | 8739 | 600 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-10-01 |
| 1631 | 8961 | 630 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-11-01 |
| 1632 | 8000 | 621 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-06-01 |
| 1633 | 7758 | 763 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-04-01 |
| 1634 | 8220 | 649 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-07-01 |
| 1635 | 9022 | 691 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-11-01 |
| 1636 | 7686 | 691 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-04-01 |
| 1637 | 9060 | 729 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-11-01 |
| 1638 | 7380 | 769 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-02-01 |
| 1639 | 8674 | 727 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-09-01 |
| 1640 | 7575 | 772 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-03-01 |
| 1641 | 8412 | 649 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-08-01 |
| 1642 | 8464 | 701 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-08-01 |
| 1643 | 9071 | 740 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-11-01 |
| 1644 | 8926 | 595 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-11-01 |
| 1645 | 7280 | 669 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-02-01 |
| 1646 | 8567 | 620 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-09-01 |
| 1647 | 8315 | 744 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-07-01 |
| 1648 | 8089 | 710 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-06-01 |
| 1649 | 7505 | 702 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-03-01 |
| 1650 | 8733 | 594 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-10-01 |
| 1651 | 7982 | 603 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-06-01 |
| 1652 | 9187 | 664 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-12-01 |
| 1653 | 9503 | 780 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-08-01 |
| 1654 | 7486 | 683 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-03-01 |
| 1655 | 9418 | 703 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2013-01-01 |
| 1656 | 8415 | 652 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-08-01 |
| 1657 | 8832 | 693 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-10-01 |
| 1658 | 8238 | 667 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-07-01 |
| 1659 | 8229 | 658 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-07-01 |
| 1660 | 7878 | 691 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-05-01 |
| 1661 | 8589 | 642 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-09-01 |
| 1662 | 8595 | 648 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-09-01 |
| 1663 | 8563 | 616 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-09-01 |
| 1664 | 9425 | 710 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2013-01-01 |
| 1665 | 8053 | 674 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-06-01 |
| 1666 | 7587 | 592 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-04-01 |
| 1667 | 8891 | 752 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-10-01 |
| 1668 | 8557 | 610 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-09-01 |
| 1669 | 8770 | 631 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-10-01 |
| 1670 | 8610 | 663 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-09-01 |
| 1671 | 8165 | 594 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-07-01 |
| 1672 | 7861 | 674 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-05-01 |
| 1673 | 8986 | 655 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-11-01 |
| 1674 | 7225 | 614 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-02-01 |
| 1675 | 8690 | 743 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-09-01 |
| 1676 | 8078 | 699 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-06-01 |
| 1677 | 9207 | 684 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-12-01 |
| 1678 | 9151 | 628 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-12-01 |
| 1679 | 8966 | 635 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-11-01 |
| 1680 | 8223 | 652 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-07-01 |
| 1681 | 8730 | 591 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-10-01 |
| 1682 | 9501 | 778 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-08-01 |
| 1683 | 8916 | 777 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-10-01 |
| 1684 | 7264 | 653 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-02-01 |
| 1685 | 8226 | 655 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-07-01 |
| 1686 | 8417 | 654 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-08-01 |
| 1687 | 8800 | 661 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-10-01 |
| 1688 | 8022 | 643 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-06-01 |
| 1689 | 9474 | 759 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2013-01-01 |
| 1690 | 7933 | 746 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-05-01 |
| 1691 | 8559 | 612 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-09-01 |
| 1692 | 7435 | 632 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-03-01 |
| 1693 | 8883 | 744 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-10-01 |
| 1694 | 8694 | 747 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-09-01 |
| 1695 | 8437 | 674 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-08-01 |
| 1696 | 7743 | 748 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-04-01 |
| 1697 | 9128 | 605 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-12-01 |
| 1698 | 9122 | 599 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-12-01 |
| 1699 | 7557 | 754 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-03-01 |
| 1700 | 7386 | 775 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-02-01 |
| 1701 | 9286 | 763 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-12-01 |
| 1702 | 9081 | 750 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-11-01 |
| 1703 | 8338 | 767 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-07-01 |
| 1704 | 9126 | 603 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-12-01 |
| 1705 | 7259 | 648 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-02-01 |
| 1706 | 8901 | 762 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-10-01 |
| 1707 | 7474 | 671 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-03-01 |
| 1708 | 7262 | 651 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-02-01 |
| 1709 | 8225 | 654 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-07-01 |
| 1710 | 8831 | 692 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-10-01 |
| 1711 | 9473 | 758 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2013-01-01 |
| 1712 | 8553 | 606 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-09-01 |
| 1713 | 8169 | 598 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-07-01 |
| 1714 | 7667 | 672 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-04-01 |
| 1715 | 9430 | 715 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2013-01-01 |
| 1716 | 9044 | 713 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-11-01 |
| 1717 | 7458 | 655 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-03-01 |
| 1718 | 7567 | 764 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-03-01 |
| 1719 | 9432 | 717 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2013-01-01 |
| 1720 | 7641 | 646 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-04-01 |
| 1721 | 8301 | 730 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-07-01 |
| 1722 | 7578 | 775 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-03-01 |
| 1723 | 9484 | 769 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2013-01-01 |
| 1724 | 7523 | 720 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-03-01 |
| 1725 | 8953 | 622 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-11-01 |
| 1726 | 7364 | 753 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-02-01 |
| 1727 | 7431 | 628 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-03-01 |
| 1728 | 7537 | 734 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-03-01 |
| 1729 | 8621 | 674 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-09-01 |
| 1730 | 8960 | 629 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-11-01 |
| 1731 | 7672 | 677 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-04-01 |
| 1732 | 8115 | 736 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-06-01 |
| 1733 | 8779 | 640 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-10-01 |
| 1734 | 8316 | 745 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-07-01 |
| 1735 | 7892 | 705 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-05-01 |
| 1736 | 7849 | 662 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-05-01 |
| 1737 | 8215 | 644 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-07-01 |
| 1738 | 9244 | 721 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-12-01 |
| 1739 | 7405 | 602 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-03-01 |
| 1740 | 9449 | 734 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2013-01-01 |
| 1741 | 8362 | 599 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-08-01 |
| 1742 | 7826 | 639 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-05-01 |
| 1743 | 8100 | 721 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-06-01 |
| 1744 | 7606 | 611 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-04-01 |
| 1745 | 8951 | 620 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-11-01 |
| 1746 | 8845 | 706 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-10-01 |
| 1747 | 8058 | 679 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-06-01 |
| 1748 | 8550 | 603 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-09-01 |
| 1749 | 7585 | 782 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-03-01 |
| 1750 | 8665 | 718 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-09-01 |
| 1751 | 9219 | 696 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-12-01 |
| 1752 | 7272 | 661 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-02-01 |
| 1753 | 7318 | 707 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-02-01 |
| 1754 | 7907 | 720 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-05-01 |
| 1755 | 8068 | 689 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-06-01 |
| 1756 | 8928 | 597 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-11-01 |
| 1757 | 8184 | 613 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-07-01 |
| 1758 | 7334 | 723 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-02-01 |
| 1759 | 9163 | 640 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-12-01 |
| 1760 | 7315 | 704 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-02-01 |
| 1761 | 9155 | 632 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-12-01 |
| 1762 | 7809 | 622 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-05-01 |
| 1763 | 7514 | 711 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-03-01 |
| 1764 | 9507 | 592 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-09-01 |
| 1765 | 9371 | 656 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2013-01-01 |
| 1766 | 7942 | 755 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-05-01 |
| 1767 | 7808 | 621 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-05-01 |
| 1768 | 7957 | 770 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-05-01 |
| 1769 | 7791 | 604 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-05-01 |
| 1770 | 8820 | 681 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-10-01 |
| 1771 | 9446 | 731 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2013-01-01 |
| 1772 | 7556 | 753 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-03-01 |
| 1773 | 8623 | 676 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-09-01 |
| 1774 | 8205 | 634 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-07-01 |
| 1775 | 8438 | 675 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-08-01 |
| 1776 | 8299 | 728 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-07-01 |
| 1777 | 8936 | 605 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-11-01 |
| 1778 | 7991 | 612 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-06-01 |
| 1779 | 9173 | 650 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-12-01 |
| 1780 | 8399 | 636 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-08-01 |
| 1781 | 7389 | 778 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-02-01 |
| 1782 | 8163 | 592 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-07-01 |
| 1783 | 7453 | 650 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-03-01 |
| 1784 | 7351 | 740 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-02-01 |
| 1785 | 8617 | 670 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-09-01 |
| 1786 | 8968 | 637 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-11-01 |
| 1787 | 7903 | 716 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-05-01 |
| 1788 | 8277 | 706 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-07-01 |
| 1789 | 8335 | 764 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-07-01 |
| 1790 | 9224 | 701 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-12-01 |
| 1791 | 7665 | 670 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-04-01 |
| 1792 | 8284 | 713 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-07-01 |
| 1793 | 9233 | 710 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-12-01 |
| 1794 | 7889 | 702 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-05-01 |
| 1795 | 8156 | 777 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-06-01 |
| 1796 | 7426 | 623 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-03-01 |
| 1797 | 7825 | 638 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-05-01 |
| 1798 | 7712 | 717 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-04-01 |
| 1799 | 7670 | 675 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-04-01 |
| 1800 | 8329 | 758 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-07-01 |
| 1801 | 9253 | 730 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-12-01 |
| 1802 | 9380 | 665 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2013-01-01 |
| 1803 | 7559 | 756 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-03-01 |
| 1804 | 9204 | 681 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-12-01 |
| 1805 | 8055 | 676 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-06-01 |
| 1806 | 9354 | 639 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2013-01-01 |
| 1807 | 8880 | 741 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-10-01 |
| 1808 | 8638 | 691 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-09-01 |
| 1809 | 8818 | 679 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-10-01 |
| 1810 | 8930 | 599 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-11-01 |
| 1811 | 8772 | 633 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-10-01 |
| 1812 | 7540 | 737 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-03-01 |
| 1813 | 8181 | 610 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-07-01 |
| 1814 | 7568 | 765 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-03-01 |
| 1815 | 7347 | 736 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-02-01 |
| 1816 | 7678 | 683 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-04-01 |
| 1817 | 7278 | 667 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-02-01 |
| 1818 | 7438 | 635 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-03-01 |
| 1819 | 7374 | 763 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-02-01 |
| 1820 | 9089 | 758 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-11-01 |
| 1821 | 9068 | 737 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-11-01 |
| 1822 | 8114 | 735 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-06-01 |
| 1823 | 7975 | 596 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-06-01 |
| 1824 | 7876 | 689 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-05-01 |
| 1825 | 9145 | 622 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-12-01 |
| 1826 | 8460 | 697 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-08-01 |
| 1827 | 8769 | 630 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-10-01 |
| 1828 | 7294 | 683 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-02-01 |
| 1829 | 7495 | 692 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-03-01 |
| 1830 | 8280 | 709 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-07-01 |
| 1831 | 8268 | 697 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-07-01 |
| 1832 | 7926 | 739 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-05-01 |
| 1833 | 8572 | 625 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-09-01 |
| 1834 | 7624 | 629 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-04-01 |
| 1835 | 8424 | 661 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-08-01 |
| 1836 | 7664 | 669 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-04-01 |
| 1837 | 7342 | 731 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-02-01 |
| 1838 | 7265 | 654 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-02-01 |
| 1839 | 7710 | 715 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-04-01 |
| 1840 | 8896 | 757 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-10-01 |
| 1841 | 9004 | 673 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-11-01 |
| 1842 | 8892 | 753 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-10-01 |
| 1843 | 8532 | 769 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-08-01 |
| 1844 | 9340 | 625 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2013-01-01 |
| 1845 | 7584 | 781 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-03-01 |
| 1846 | 7281 | 670 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-02-01 |
| 1847 | 7652 | 657 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-04-01 |
| 1848 | 8723 | 776 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-09-01 |
| 1849 | 8110 | 731 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-06-01 |
| 1850 | 8848 | 709 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-10-01 |
| 1851 | 9180 | 657 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-12-01 |
| 1852 | 8117 | 738 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-06-01 |
| 1853 | 9092 | 761 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-11-01 |
| 1854 | 9470 | 755 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2013-01-01 |
| 1855 | 7460 | 657 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-03-01 |
| 1856 | 8483 | 720 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-08-01 |
| 1857 | 7429 | 626 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-03-01 |
| 1858 | 7968 | 781 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-05-01 |
| 1859 | 7463 | 660 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-03-01 |
| 1860 | 7378 | 767 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-02-01 |
| 1861 | 8506 | 743 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-08-01 |
| 1862 | 7725 | 730 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-04-01 |
| 1863 | 8281 | 710 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-07-01 |
| 1864 | 7750 | 755 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-04-01 |
| 1865 | 8551 | 604 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-09-01 |
| 1866 | 8737 | 598 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-10-01 |
| 1867 | 7582 | 779 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-03-01 |
| 1868 | 9328 | 613 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2013-01-01 |
| 1869 | 7397 | 594 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-03-01 |
| 1870 | 7621 | 626 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-04-01 |
| 1871 | 8194 | 623 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-07-01 |
| 1872 | 7774 | 779 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-04-01 |
| 1873 | 7428 | 625 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-03-01 |
| 1874 | 7577 | 774 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-03-01 |
| 1875 | 8151 | 772 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-06-01 |
| 1876 | 8629 | 682 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-09-01 |
| 1877 | 8672 | 725 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-09-01 |
| 1878 | 7713 | 718 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-04-01 |
| 1879 | 9278 | 755 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-12-01 |
| 1880 | 7324 | 713 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-02-01 |
| 1881 | 9403 | 688 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2013-01-01 |
| 1882 | 9383 | 668 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2013-01-01 |
| 1883 | 8735 | 596 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-10-01 |
| 1884 | 8884 | 745 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-10-01 |
| 1885 | 9257 | 734 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-12-01 |
| 1886 | 9405 | 690 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2013-01-01 |
| 1887 | 8005 | 626 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-06-01 |
| 1888 | 8404 | 641 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-08-01 |
| 1889 | 8902 | 763 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-10-01 |
| 1890 | 7569 | 766 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-03-01 |
| 1891 | 7762 | 767 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-04-01 |
| 1892 | 9309 | 594 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2013-01-01 |
| 1893 | 8687 | 740 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-09-01 |
| 1894 | 8421 | 658 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-08-01 |
| 1895 | 8012 | 633 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-06-01 |
| 1896 | 8077 | 698 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-06-01 |
| 1897 | 7253 | 642 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-02-01 |
| 1898 | 8689 | 742 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-09-01 |
| 1899 | 9133 | 610 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-12-01 |
| 1900 | 9107 | 776 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-11-01 |
| 1901 | 9176 | 653 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-12-01 |
| 1902 | 8131 | 752 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-06-01 |
| 1903 | 7515 | 712 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-03-01 |
| 1904 | 8965 | 634 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-11-01 |
| 1905 | 8219 | 648 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-07-01 |
| 1906 | 9326 | 611 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2013-01-01 |
| 1907 | 8307 | 736 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-07-01 |
| 1908 | 7484 | 681 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-03-01 |
| 1909 | 9458 | 743 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2013-01-01 |
| 1910 | 7534 | 731 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-03-01 |
| 1911 | 9262 | 739 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-12-01 |
| 1912 | 7661 | 666 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-04-01 |
| 1913 | 8609 | 662 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-09-01 |
| 1914 | 7733 | 738 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-04-01 |
| 1915 | 9118 | 595 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-12-01 |
| 1916 | 8766 | 627 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-10-01 |
| 1917 | 9212 | 689 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-12-01 |
| 1918 | 8080 | 701 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-06-01 |
| 1919 | 8785 | 646 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-10-01 |
| 1920 | 7491 | 688 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-03-01 |
| 1921 | 8997 | 666 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-11-01 |
| 1922 | 7222 | 611 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-02-01 |
| 1923 | 8592 | 645 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-09-01 |
| 1924 | 8959 | 628 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-11-01 |
| 1925 | 9191 | 668 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-12-01 |
| 1926 | 7720 | 725 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-04-01 |
| 1927 | 7805 | 618 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-05-01 |
| 1928 | 8899 | 760 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-10-01 |
| 1929 | 8798 | 659 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-10-01 |
| 1930 | 7520 | 717 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-03-01 |
| 1931 | 8849 | 710 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-10-01 |
| 1932 | 7518 | 715 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-03-01 |
| 1933 | 9140 | 617 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-12-01 |
| 1934 | 9364 | 649 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2013-01-01 |
| 1935 | 8814 | 675 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-10-01 |
| 1936 | 8446 | 683 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-08-01 |
| 1937 | 9120 | 597 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-12-01 |
| 1938 | 9406 | 691 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2013-01-01 |
| 1939 | 7407 | 604 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-03-01 |
| 1940 | 9360 | 645 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2013-01-01 |
| 1941 | 7950 | 763 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-05-01 |
| 1942 | 8431 | 668 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-08-01 |
| 1943 | 9429 | 714 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2013-01-01 |
| 1944 | 8137 | 758 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-06-01 |
| 1945 | 8646 | 699 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-09-01 |
| 1946 | 8102 | 723 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-06-01 |
| 1947 | 8611 | 664 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-09-01 |
| 1948 | 7749 | 754 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-04-01 |
| 1949 | 7562 | 759 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-03-01 |
| 1950 | 8073 | 694 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-06-01 |
| 1951 | 8724 | 777 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-09-01 |
| 1952 | 7301 | 690 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-02-01 |
| 1953 | 8233 | 662 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-07-01 |
| 1954 | 8433 | 670 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-08-01 |
| 1955 | 7571 | 768 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-03-01 |
| 1956 | 9440 | 725 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2013-01-01 |
| 1957 | 8371 | 608 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-08-01 |
| 1958 | 7319 | 708 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-02-01 |
| 1959 | 9024 | 693 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-11-01 |
| 1960 | 8751 | 612 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-10-01 |
| 1961 | 9157 | 634 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-12-01 |
| 1962 | 8402 | 639 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-08-01 |
| 1963 | 7591 | 596 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-04-01 |
| 1964 | 8254 | 683 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-07-01 |
| 1965 | 9415 | 700 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2013-01-01 |
| 1966 | 8622 | 675 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-09-01 |
| 1967 | 8364 | 601 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-08-01 |
| 1968 | 8409 | 646 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-08-01 |
| 1969 | 8358 | 595 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-08-01 |
| 1970 | 8387 | 624 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-08-01 |
| 1971 | 7960 | 773 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-05-01 |
| 1972 | 7730 | 735 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-04-01 |
| 1973 | 8430 | 667 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-08-01 |
| 1974 | 8855 | 716 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-10-01 |
| 1975 | 7336 | 725 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-02-01 |
| 1976 | 7668 | 673 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-04-01 |
| 1977 | 7602 | 607 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-04-01 |
| 1978 | 8272 | 701 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-07-01 |
| 1979 | 8992 | 661 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-11-01 |
| 1980 | 7344 | 733 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-02-01 |
| 1981 | 9138 | 615 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-12-01 |
| 1982 | 9135 | 612 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-12-01 |
| 1983 | 9056 | 725 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-11-01 |
| 1984 | 7873 | 686 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-05-01 |
| 1985 | 7838 | 651 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-05-01 |
| 1986 | 8650 | 703 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-09-01 |
| 1987 | 7768 | 773 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-04-01 |
| 1988 | 9343 | 628 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2013-01-01 |
| 1989 | 7442 | 639 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-03-01 |
| 1990 | 7583 | 780 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-03-01 |
| 1991 | 7366 | 755 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-02-01 |
| 1992 | 8864 | 725 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-10-01 |
| 1993 | 9015 | 684 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-11-01 |
| 1994 | 8510 | 747 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-08-01 |
| 1995 | 8841 | 702 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-10-01 |
| 1996 | 8817 | 678 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-10-01 |
| 1997 | 8686 | 739 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-09-01 |
| 1998 | 8616 | 669 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-09-01 |
| 1999 | 9433 | 718 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2013-01-01 |
| 2000 | 8476 | 713 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-08-01 |
| 2001 | 8264 | 693 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-07-01 |
| 2002 | 8104 | 725 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-06-01 |
| 2003 | 9369 | 654 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2013-01-01 |
| 2004 | 9098 | 767 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-11-01 |
| 2005 | 8388 | 625 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-08-01 |
| 2006 | 7402 | 599 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-03-01 |
| 2007 | 7296 | 685 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-02-01 |
| 2008 | 9161 | 638 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-12-01 |
| 2009 | 9293 | 770 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-12-01 |
| 2010 | 9426 | 711 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2013-01-01 |
| 2011 | 7439 | 636 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-03-01 |
| 2012 | 7698 | 703 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-04-01 |
| 2013 | 7999 | 620 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-06-01 |
| 2014 | 8620 | 673 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-09-01 |
| 2015 | 7695 | 700 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-04-01 |
| 2016 | 7659 | 664 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-04-01 |
| 2017 | 8120 | 741 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-06-01 |
| 2018 | 7561 | 758 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-03-01 |
| 2019 | 7920 | 733 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-05-01 |
| 2020 | 7451 | 648 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-03-01 |
| 2021 | 7998 | 619 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-06-01 |
| 2022 | 9150 | 627 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-12-01 |
| 2023 | 8582 | 635 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-09-01 |
| 2024 | 9110 | 779 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-11-01 |
| 2025 | 7223 | 612 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-02-01 |
| 2026 | 7376 | 765 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-02-01 |
| 2027 | 7373 | 762 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-02-01 |
| 2028 | 7450 | 647 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-03-01 |
| 2029 | 9322 | 607 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2013-01-01 |
| 2030 | 8350 | 779 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-07-01 |
| 2031 | 7257 | 646 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-02-01 |
| 2032 | 7357 | 746 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-02-01 |
| 2033 | 9065 | 734 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-11-01 |
| 2034 | 7716 | 721 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-04-01 |
| 2035 | 7855 | 668 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-05-01 |
| 2036 | 9492 | 777 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2013-01-01 |
| 2037 | 7945 | 758 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-05-01 |
| 2038 | 8632 | 685 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-09-01 |
| 2039 | 7866 | 679 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-05-01 |
| 2040 | 7674 | 679 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-04-01 |
| 2041 | 8255 | 684 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-07-01 |
| 2042 | 7962 | 775 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-05-01 |
| 2043 | 7688 | 693 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-04-01 |
| 2044 | 9451 | 736 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2013-01-01 |
| 2045 | 9175 | 652 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-12-01 |
| 2046 | 7369 | 758 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-02-01 |
| 2047 | 7401 | 598 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-03-01 |
| 2048 | 8059 | 680 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-06-01 |
| 2049 | 7961 | 774 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-05-01 |
| 2050 | 7964 | 777 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-05-01 |
| 2051 | 7909 | 722 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-05-01 |
| 2052 | 7857 | 670 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-05-01 |
| 2053 | 8768 | 629 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-10-01 |
| 2054 | 8174 | 603 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-07-01 |
| 2055 | 7832 | 645 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-05-01 |
| 2056 | 9211 | 688 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-12-01 |
| 2057 | 9197 | 674 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-12-01 |
| 2058 | 7579 | 776 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-03-01 |
| 2059 | 7995 | 616 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-06-01 |
| 2060 | 8702 | 755 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-09-01 |
| 2061 | 8497 | 734 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-08-01 |
| 2062 | 8585 | 638 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-09-01 |
| 2063 | 8709 | 762 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-09-01 |
| 2064 | 7709 | 714 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-04-01 |
| 2065 | 8993 | 662 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-11-01 |
| 2066 | 7639 | 644 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-04-01 |
| 2067 | 8573 | 626 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-09-01 |
| 2068 | 8976 | 645 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-11-01 |
| 2069 | 7283 | 672 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-02-01 |
| 2070 | 8203 | 632 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-07-01 |
| 2071 | 7851 | 664 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-05-01 |
| 2072 | 8267 | 696 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-07-01 |
| 2073 | 8274 | 703 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-07-01 |
| 2074 | 8778 | 639 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-10-01 |
| 2075 | 8971 | 640 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-11-01 |
| 2076 | 7837 | 650 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-05-01 |
| 2077 | 8757 | 618 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-10-01 |
| 2078 | 8854 | 715 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-10-01 |
| 2079 | 8309 | 738 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-07-01 |
| 2080 | 9234 | 711 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-12-01 |
| 2081 | 8209 | 638 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-07-01 |
| 2082 | 8784 | 645 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-10-01 |
| 2083 | 8349 | 778 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-07-01 |
| 2084 | 8065 | 686 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-06-01 |
| 2085 | 8714 | 767 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-09-01 |
| 2086 | 9445 | 730 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2013-01-01 |
| 2087 | 7704 | 709 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-04-01 |
| 2088 | 8314 | 743 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-07-01 |
| 2089 | 8541 | 594 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-09-01 |
| 2090 | 8598 | 651 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-09-01 |
| 2091 | 9419 | 704 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2013-01-01 |
| 2092 | 9382 | 667 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2013-01-01 |
| 2093 | 9171 | 648 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-12-01 |
| 2094 | 7480 | 677 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-03-01 |
| 2095 | 7581 | 778 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-03-01 |
| 2096 | 8802 | 663 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-10-01 |
| 2097 | 7882 | 695 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-05-01 |
| 2098 | 7693 | 698 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-04-01 |
| 2099 | 8668 | 721 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-09-01 |
| 2100 | 9333 | 618 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2013-01-01 |
| 2101 | 8071 | 692 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-06-01 |
| 2102 | 9172 | 649 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-12-01 |
| 2103 | 8842 | 703 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-10-01 |
| 2104 | 8822 | 683 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-10-01 |
| 2105 | 9506 | 591 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-09-01 |
| 2106 | 9149 | 626 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-12-01 |
| 2107 | 7914 | 727 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-05-01 |
| 2108 | 9112 | 781 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-11-01 |
| 2109 | 8466 | 703 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-08-01 |
| 2110 | 9217 | 694 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-12-01 |
| 2111 | 7754 | 759 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-04-01 |
| 2112 | 8063 | 684 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-06-01 |
| 2113 | 7414 | 611 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-03-01 |
| 2114 | 8067 | 688 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-06-01 |
| 2115 | 9143 | 620 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-12-01 |
| 2116 | 7728 | 733 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-04-01 |
| 2117 | 9152 | 629 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-12-01 |
| 2118 | 8524 | 761 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-08-01 |
| 2119 | 7454 | 651 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-03-01 |
| 2120 | 8138 | 759 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-06-01 |
| 2121 | 8079 | 700 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-06-01 |
| 2122 | 8375 | 612 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-08-01 |
| 2123 | 8177 | 606 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-07-01 |
| 2124 | 7640 | 645 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-04-01 |
| 2125 | 7904 | 717 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-05-01 |
| 2126 | 8210 | 639 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-07-01 |
| 2127 | 8027 | 648 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-06-01 |
| 2128 | 8385 | 622 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-08-01 |
| 2129 | 7292 | 681 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-02-01 |
| 2130 | 7844 | 657 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-05-01 |
| 2131 | 7204 | 593 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-02-01 |
| 2132 | 8587 | 640 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-09-01 |
| 2133 | 7295 | 684 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-02-01 |
| 2134 | 7443 | 640 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-03-01 |
| 2135 | 8340 | 769 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-07-01 |
| 2136 | 9189 | 666 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-12-01 |
| 2137 | 9259 | 736 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-12-01 |
| 2138 | 7327 | 716 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-02-01 |
| 2139 | 8113 | 734 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-06-01 |
| 2140 | 7806 | 619 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-05-01 |
| 2141 | 9294 | 771 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-12-01 |
| 2142 | 7618 | 623 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-04-01 |
| 2143 | 8486 | 723 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-08-01 |
| 2144 | 7359 | 748 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-02-01 |
| 2145 | 8764 | 625 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-10-01 |
| 2146 | 9268 | 745 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-12-01 |
| 2147 | 8400 | 637 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-08-01 |
| 2148 | 8917 | 778 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-10-01 |
| 2149 | 9034 | 703 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-11-01 |
| 2150 | 8630 | 683 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-09-01 |
| 2151 | 8810 | 671 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-10-01 |
| 2152 | 9319 | 604 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2013-01-01 |
| 2153 | 8458 | 695 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-08-01 |
| 2154 | 7760 | 765 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-04-01 |
| 2155 | 9124 | 601 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-12-01 |
| 2156 | 8418 | 655 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-08-01 |
| 2157 | 9317 | 602 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2013-01-01 |
| 2158 | 8586 | 639 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-09-01 |
| 2159 | 9387 | 672 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2013-01-01 |
| 2160 | 8003 | 624 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-06-01 |
| 2161 | 8308 | 737 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-07-01 |
| 2162 | 7242 | 631 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-02-01 |
| 2163 | 7313 | 702 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-02-01 |
| 2164 | 8488 | 725 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-08-01 |
| 2165 | 8633 | 686 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-09-01 |
| 2166 | 7924 | 737 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-05-01 |
| 2167 | 9304 | 781 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-12-01 |
| 2168 | 7297 | 686 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-02-01 |
| 2169 | 7748 | 753 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-04-01 |
| 2170 | 8262 | 691 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-07-01 |
| 2171 | 9335 | 620 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2013-01-01 |
| 2172 | 8320 | 749 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-07-01 |
| 2173 | 7979 | 600 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-06-01 |
| 2174 | 8477 | 714 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-08-01 |
| 2175 | 8436 | 673 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-08-01 |
| 2176 | 9018 | 687 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-11-01 |
| 2177 | 8222 | 651 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-07-01 |
| 2178 | 7613 | 618 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-04-01 |
| 2179 | 7340 | 729 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-02-01 |
| 2180 | 8487 | 724 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-08-01 |
| 2181 | 8180 | 609 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-07-01 |
| 2182 | 7814 | 627 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-05-01 |
| 2183 | 8940 | 609 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-11-01 |
| 2184 | 9116 | 593 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-12-01 |
| 2185 | 8603 | 656 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-09-01 |
| 2186 | 7547 | 744 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-03-01 |
| 2187 | 8411 | 648 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-08-01 |
| 2188 | 8576 | 629 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-09-01 |
| 2189 | 9014 | 683 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-11-01 |
| 2190 | 8043 | 664 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-06-01 |
| 2191 | 7692 | 697 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-04-01 |
| 2192 | 7633 | 638 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-04-01 |
| 2193 | 7789 | 602 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-05-01 |
| 2194 | 9370 | 655 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2013-01-01 |
| 2195 | 8661 | 714 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-09-01 |
| 2196 | 9035 | 704 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-11-01 |
| 2197 | 7536 | 733 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-03-01 |
| 2198 | 7541 | 738 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-03-01 |
| 2199 | 8560 | 613 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-09-01 |
| 2200 | 8943 | 612 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-11-01 |
| 2201 | 8879 | 740 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-10-01 |
| 2202 | 8141 | 762 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-06-01 |
| 2203 | 9194 | 671 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-12-01 |
| 2204 | 7271 | 660 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-02-01 |
| 2205 | 9142 | 619 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-12-01 |
| 2206 | 7384 | 773 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-02-01 |
| 2207 | 8208 | 637 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-07-01 |
| 2208 | 7220 | 609 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-02-01 |
| 2209 | 9339 | 624 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 2} | 2013-01-01 |
| 2210 | 7655 | 660 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-04-01 |
| 2211 | 7404 | 601 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-03-01 |
| 2212 | 9103 | 772 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-11-01 |
| 2213 | 9012 | 681 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-11-01 |
| 2214 | 8823 | 684 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-10-01 |
| 2215 | 8660 | 713 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-09-01 |
| 2216 | 8211 | 640 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-07-01 |
| 2217 | 7755 | 760 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-04-01 |
| 2218 | 8699 | 752 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-09-01 |
| 2219 | 9041 | 710 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-11-01 |
| 2220 | 8029 | 650 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-06-01 |
| 2221 | 7339 | 728 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-02-01 |
| 2222 | 7483 | 680 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-03-01 |
| 2223 | 9411 | 696 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2013-01-01 |
| 2224 | 8398 | 635 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-08-01 |
| 2225 | 7949 | 762 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-05-01 |
| 2226 | 7773 | 778 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-04-01 |
| 2227 | 9113 | 782 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-11-01 |
| 2228 | 8480 | 717 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-08-01 |
| 2229 | 7408 | 605 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-03-01 |
| 2230 | 9249 | 726 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-12-01 |
| 2231 | 7377 | 766 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-02-01 |
| 2232 | 7470 | 667 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-03-01 |
| 2233 | 8565 | 618 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-09-01 |
| 2234 | 8977 | 646 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-11-01 |
| 2235 | 7390 | 779 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-02-01 |
| 2236 | 8613 | 666 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-09-01 |
| 2237 | 8023 | 644 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-06-01 |
| 2238 | 9026 | 695 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-11-01 |
| 2239 | 8395 | 632 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-08-01 |
| 2240 | 8050 | 671 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-06-01 |
| 2241 | 8445 | 682 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-08-01 |
| 2242 | 9421 | 706 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2013-01-01 |
| 2243 | 7929 | 742 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-05-01 |
| 2244 | 7565 | 762 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-03-01 |
| 2245 | 8596 | 649 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-09-01 |
| 2246 | 9229 | 706 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-12-01 |
| 2247 | 9198 | 675 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-12-01 |
| 2248 | 7843 | 656 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-05-01 |
| 2249 | 7780 | 593 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-05-01 |
| 2250 | 9166 | 643 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-12-01 |
| 2251 | 7477 | 674 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-03-01 |
| 2252 | 8337 | 766 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-07-01 |
| 2253 | 7244 | 633 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-02-01 |
| 2254 | 9048 | 717 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-11-01 |
| 2255 | 8318 | 747 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-07-01 |
| 2256 | 9125 | 602 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-12-01 |
| 2257 | 7793 | 606 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-05-01 |
| 2258 | 9236 | 713 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-12-01 |
| 2259 | 7338 | 727 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-02-01 |
| 2260 | 8300 | 729 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-07-01 |
| 2261 | 8001 | 622 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-06-01 |
| 2262 | 7792 | 605 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-05-01 |
| 2263 | 8925 | 594 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-11-01 |
| 2264 | 9037 | 706 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-11-01 |
| 2265 | 7869 | 682 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-05-01 |
| 2266 | 7521 | 718 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-03-01 |
| 2267 | 9331 | 616 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2013-01-01 |
| 2268 | 9043 | 712 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-11-01 |
| 2269 | 7662 | 667 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-04-01 |
| 2270 | 9264 | 741 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-12-01 |
| 2271 | 7511 | 708 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-03-01 |
| 2272 | 8052 | 673 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-06-01 |
| 2273 | 7580 | 777 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-03-01 |
| 2274 | 8139 | 760 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-06-01 |
| 2275 | 8774 | 635 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-10-01 |
| 2276 | 7218 | 607 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-02-01 |
| 2277 | 8801 | 662 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-10-01 |
| 2278 | 9241 | 718 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-12-01 |
| 2279 | 7797 | 610 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-05-01 |
| 2280 | 8663 | 716 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-09-01 |
| 2281 | 8982 | 651 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-11-01 |
| 2282 | 8285 | 714 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-07-01 |
| 2283 | 9131 | 608 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-12-01 |
| 2284 | 7323 | 712 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-02-01 |
| 2285 | 9237 | 714 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-12-01 |
| 2286 | 7205 | 594 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 2} | 2012-02-01 |
| 2287 | 8189 | 618 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 25} | 2012-07-01 |
| 2288 | 7452 | 649 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-03-01 |
| 2289 | 7977 | 598 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-06-01 |
| 2290 | 7689 | 694 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-04-01 |
| 2291 | 8298 | 727 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-07-01 |
| 2292 | 8657 | 710 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 10000, 'min_samples_split': 10} | 2012-09-01 |
| 2293 | 7335 | 724 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-02-01 |
| 2294 | 7352 | 741 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 10} | 2012-02-01 |
| 2295 | 8666 | 719 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-09-01 |
| 2296 | 8463 | 700 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 50} | 2012-08-01 |
| 2297 | 8671 | 724 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-09-01 |
| 2298 | 9344 | 629 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 10} | 2013-01-01 |
| 2299 | 7827 | 640 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 2} | 2012-05-01 |
| 2300 | 7818 | 631 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 1000, 'min_samples_split': 25} | 2012-05-01 |
| 2301 | 8448 | 685 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-08-01 |
| 2302 | 8401 | 638 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 10000, 'min_samples_split': 50} | 2012-08-01 |
| 2303 | 7252 | 641 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-02-01 |
| 2304 | 8162 | 591 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-07-01 |
| 2305 | 9160 | 637 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'log2', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-12-01 |
| 2306 | 7911 | 724 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'log2', 'n_estimators': 2500, 'min_samples_split': 10} | 2012-05-01 |
| 2307 | 7554 | 751 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 2} | 2012-03-01 |
| 2308 | 7660 | 665 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 25} | 2012-04-01 |
| 2309 | 7598 | 603 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 1000, 'min_samples_split': 50} | 2012-04-01 |
| 2310 | 7972 | 593 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 2, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-06-01 |
| 2311 | 7462 | 659 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'auto', 'n_estimators': 1000, 'min_samples_split': 10} | 2012-03-01 |
| 2312 | 8459 | 696 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 2500, 'min_samples_split': 25} | 2012-08-01 |
| 2313 | 8984 | 653 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 5, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-11-01 |
| 2314 | 7348 | 737 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 50, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 2} | 2012-02-01 |
| 2315 | 7312 | 701 | sklearn.ensemble.RandomForestClassifier | {'max_depth': 10, 'max_features': 'sqrt', 'n_estimators': 5000, 'min_samples_split': 50} | 2012-02-01 |
| 2316 | 7062 | 804 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 50} | 2012-09-01 |
| 2317 | 6971 | 808 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 50} | 2012-06-01 |
| 2318 | 6939 | 807 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 25} | 2012-05-01 |
| 2319 | 6906 | 806 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 10} | 2012-04-01 |
| 2320 | 7070 | 812 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 50} | 2012-09-01 |
| 2321 | 7025 | 799 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 25} | 2012-08-01 |
| 2322 | 7191 | 805 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 2} | 2013-01-01 |
| 2323 | 7090 | 801 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 2} | 2012-10-01 |
| 2324 | 6943 | 811 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 25} | 2012-05-01 |
| 2325 | 6900 | 800 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 50} | 2012-04-01 |
| 2326 | 6994 | 800 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 50} | 2012-07-01 |
| 2327 | 6997 | 803 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 25} | 2012-07-01 |
| 2328 | 7001 | 807 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 25} | 2012-07-01 |
| 2329 | 7129 | 808 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 50} | 2012-11-01 |
| 2330 | 7031 | 805 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 2} | 2012-08-01 |
| 2331 | 7161 | 807 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 25} | 2012-12-01 |
| 2332 | 7024 | 798 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 10} | 2012-08-01 |
| 2333 | 7160 | 806 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 10} | 2012-12-01 |
| 2334 | 7004 | 811 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 25} | 2012-07-01 |
| 2335 | 6845 | 809 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 2} | 2012-02-01 |
| 2336 | 7100 | 810 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 10} | 2012-10-01 |
| 2337 | 7060 | 802 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 10} | 2012-09-01 |
| 2338 | 7038 | 812 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 50} | 2012-08-01 |
| 2339 | 6868 | 800 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 50} | 2012-03-01 |
| 2340 | 6959 | 797 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 2} | 2012-06-01 |
| 2341 | 6995 | 801 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 2} | 2012-07-01 |
| 2342 | 6936 | 804 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 50} | 2012-05-01 |
| 2343 | 7035 | 809 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 2} | 2012-08-01 |
| 2344 | 6898 | 798 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 10} | 2012-04-01 |
| 2345 | 7154 | 800 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 50} | 2012-12-01 |
| 2346 | 6911 | 811 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 25} | 2012-04-01 |
| 2347 | 7054 | 797 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 2} | 2012-09-01 |
| 2348 | 6875 | 807 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 25} | 2012-03-01 |
| 2349 | 6899 | 799 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 25} | 2012-04-01 |
| 2350 | 7002 | 808 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 50} | 2012-07-01 |
| 2351 | 7183 | 798 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 10} | 2013-01-01 |
| 2352 | 7097 | 807 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 25} | 2012-10-01 |
| 2353 | 7098 | 808 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 50} | 2012-10-01 |
| 2354 | 7099 | 809 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 2} | 2012-10-01 |
| 2355 | 6843 | 807 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 25} | 2012-02-01 |
| 2356 | 7032 | 806 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 10} | 2012-08-01 |
| 2357 | 7006 | 812 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 50} | 2012-07-01 |
| 2358 | 7067 | 809 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 2} | 2012-09-01 |
| 2359 | 6975 | 812 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 50} | 2012-06-01 |
| 2360 | 7119 | 799 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 25} | 2012-11-01 |
| 2361 | 6967 | 804 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 50} | 2012-06-01 |
| 2362 | 6907 | 807 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 25} | 2012-04-01 |
| 2363 | 7156 | 802 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 10} | 2012-12-01 |
| 2364 | 7127 | 806 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 10} | 2012-11-01 |
| 2365 | 6836 | 800 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 50} | 2012-02-01 |
| 2366 | 6942 | 810 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 10} | 2012-05-01 |
| 2367 | 7005 | 810 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 10} | 2012-07-01 |
| 2368 | 7028 | 802 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 10} | 2012-08-01 |
| 2369 | 7166 | 812 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 50} | 2012-12-01 |
| 2370 | 7155 | 801 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 2} | 2012-12-01 |
| 2371 | 6968 | 805 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 2} | 2012-06-01 |
| 2372 | 6970 | 807 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 25} | 2012-06-01 |
| 2373 | 7003 | 809 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 2} | 2012-07-01 |
| 2374 | 6877 | 809 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 2} | 2012-03-01 |
| 2375 | 7069 | 811 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 25} | 2012-09-01 |
| 2376 | 6880 | 812 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 50} | 2012-03-01 |
| 2377 | 7126 | 805 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 2} | 2012-11-01 |
| 2378 | 6938 | 806 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 10} | 2012-05-01 |
| 2379 | 6901 | 801 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 2} | 2012-04-01 |
| 2380 | 6998 | 804 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 50} | 2012-07-01 |
| 2381 | 7034 | 808 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 50} | 2012-08-01 |
| 2382 | 7196 | 810 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 10} | 2013-01-01 |
| 2383 | 6963 | 800 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 50} | 2012-06-01 |
| 2384 | 6996 | 802 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 10} | 2012-07-01 |
| 2385 | 7037 | 811 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 25} | 2012-08-01 |
| 2386 | 6874 | 806 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 10} | 2012-03-01 |
| 2387 | 6910 | 810 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 10} | 2012-04-01 |
| 2388 | 6878 | 810 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 10} | 2012-03-01 |
| 2389 | 7181 | 797 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 2} | 2013-01-01 |
| 2390 | 6840 | 804 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 50} | 2012-02-01 |
| 2391 | 6972 | 809 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 2} | 2012-06-01 |
| 2392 | 6992 | 798 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 10} | 2012-07-01 |
| 2393 | 7059 | 801 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 2} | 2012-09-01 |
| 2394 | 7118 | 798 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 10} | 2012-11-01 |
| 2395 | 6869 | 801 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 2} | 2012-03-01 |
| 2396 | 7026 | 800 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 50} | 2012-08-01 |
| 2397 | 6934 | 802 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 10} | 2012-05-01 |
| 2398 | 6937 | 805 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 2} | 2012-05-01 |
| 2399 | 7128 | 807 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 25} | 2012-11-01 |
| 2400 | 7153 | 799 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 25} | 2012-12-01 |
| 2401 | 6871 | 803 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 25} | 2012-03-01 |
| 2402 | 7085 | 797 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 2} | 2012-10-01 |
| 2403 | 7192 | 806 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 10} | 2013-01-01 |
| 2404 | 7197 | 811 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 25} | 2013-01-01 |
| 2405 | 7066 | 808 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 50} | 2012-09-01 |
| 2406 | 6847 | 811 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 25} | 2012-02-01 |
| 2407 | 7055 | 798 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 10} | 2012-09-01 |
| 2408 | 6865 | 798 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 10} | 2012-03-01 |
| 2409 | 6960 | 798 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 10} | 2012-06-01 |
| 2410 | 6929 | 797 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 2} | 2012-05-01 |
| 2411 | 6872 | 804 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 50} | 2012-03-01 |
| 2412 | 6873 | 805 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 2} | 2012-03-01 |
| 2413 | 6932 | 800 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 50} | 2012-05-01 |
| 2414 | 7089 | 800 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 50} | 2012-10-01 |
| 2415 | 7130 | 809 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 2} | 2012-11-01 |
| 2416 | 7068 | 810 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 10} | 2012-09-01 |
| 2417 | 7195 | 809 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 2} | 2013-01-01 |
| 2418 | 7064 | 806 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 10} | 2012-09-01 |
| 2419 | 7198 | 812 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 50} | 2013-01-01 |
| 2420 | 6846 | 810 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 10} | 2012-02-01 |
| 2421 | 7117 | 797 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 2} | 2012-11-01 |
| 2422 | 7122 | 801 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 2} | 2012-11-01 |
| 2423 | 6966 | 803 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 25} | 2012-06-01 |
| 2424 | 6834 | 798 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 10} | 2012-02-01 |
| 2425 | 7186 | 801 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 2} | 2013-01-01 |
| 2426 | 6903 | 803 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 25} | 2012-04-01 |
| 2427 | 6870 | 802 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 10} | 2012-03-01 |
| 2428 | 6902 | 802 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 10} | 2012-04-01 |
| 2429 | 7022 | 797 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 2} | 2012-08-01 |
| 2430 | 7189 | 803 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 25} | 2013-01-01 |
| 2431 | 7188 | 802 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 10} | 2013-01-01 |
| 2432 | 7036 | 810 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 10} | 2012-08-01 |
| 2433 | 7120 | 800 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 50} | 2012-11-01 |
| 2434 | 7065 | 807 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 25} | 2012-09-01 |
| 2435 | 6974 | 811 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 25} | 2012-06-01 |
| 2436 | 6909 | 809 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 2} | 2012-04-01 |
| 2437 | 6933 | 801 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 2} | 2012-05-01 |
| 2438 | 7029 | 803 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 25} | 2012-08-01 |
| 2439 | 7101 | 811 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 25} | 2012-10-01 |
| 2440 | 7056 | 799 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 25} | 2012-09-01 |
| 2441 | 6964 | 801 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 2} | 2012-06-01 |
| 2442 | 7159 | 805 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 2} | 2012-12-01 |
| 2443 | 7061 | 803 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 25} | 2012-09-01 |
| 2444 | 6842 | 806 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 10} | 2012-02-01 |
| 2445 | 7131 | 810 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 10} | 2012-11-01 |
| 2446 | 7092 | 803 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 25} | 2012-10-01 |
| 2447 | 7162 | 808 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 50} | 2012-12-01 |
| 2448 | 6993 | 799 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 25} | 2012-07-01 |
| 2449 | 6864 | 797 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 2} | 2012-03-01 |
| 2450 | 7123 | 802 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 10} | 2012-11-01 |
| 2451 | 7184 | 799 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 25} | 2013-01-01 |
| 2452 | 6999 | 805 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 2} | 2012-07-01 |
| 2453 | 7158 | 804 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 50} | 2012-12-01 |
| 2454 | 7124 | 803 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 25} | 2012-11-01 |
| 2455 | 7096 | 806 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 10} | 2012-10-01 |
| 2456 | 6837 | 801 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 2} | 2012-02-01 |
| 2457 | 6944 | 812 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 50} | 2012-05-01 |
| 2458 | 6879 | 811 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 25} | 2012-03-01 |
| 2459 | 7157 | 803 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 25} | 2012-12-01 |
| 2460 | 6941 | 809 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 2} | 2012-05-01 |
| 2461 | 7193 | 807 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 25} | 2013-01-01 |
| 2462 | 7102 | 812 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 50} | 2012-10-01 |
| 2463 | 7190 | 804 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 50} | 2013-01-01 |
| 2464 | 7088 | 799 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 25} | 2012-10-01 |
| 2465 | 6990 | 797 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 2} | 2012-07-01 |
| 2466 | 7151 | 798 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 10} | 2012-12-01 |
| 2467 | 6961 | 799 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 25} | 2012-06-01 |
| 2468 | 6838 | 802 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 10} | 2012-02-01 |
| 2469 | 6935 | 803 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 25} | 2012-05-01 |
| 2470 | 6973 | 810 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 10} | 2012-06-01 |
| 2471 | 6876 | 808 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 50} | 2012-03-01 |
| 2472 | 6841 | 805 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 2} | 2012-02-01 |
| 2473 | 7000 | 806 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 10} | 2012-07-01 |
| 2474 | 7030 | 804 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 50} | 2012-08-01 |
| 2475 | 7125 | 804 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 50} | 2012-11-01 |
| 2476 | 7091 | 802 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 10} | 2012-10-01 |
| 2477 | 7027 | 801 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 2} | 2012-08-01 |
| 2478 | 7058 | 800 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 50} | 2012-09-01 |
| 2479 | 7033 | 807 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 25} | 2012-08-01 |
| 2480 | 6904 | 804 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 50} | 2012-04-01 |
| 2481 | 6896 | 797 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 2} | 2012-04-01 |
| 2482 | 7093 | 804 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 50} | 2012-10-01 |
| 2483 | 6844 | 808 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 50} | 2012-02-01 |
| 2484 | 6908 | 808 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 50} | 2012-04-01 |
| 2485 | 6835 | 799 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 25} | 2012-02-01 |
| 2486 | 7063 | 805 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 2} | 2012-09-01 |
| 2487 | 7087 | 798 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 10} | 2012-10-01 |
| 2488 | 7163 | 809 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 2} | 2012-12-01 |
| 2489 | 6969 | 806 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 10} | 2012-06-01 |
| 2490 | 6931 | 799 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 25} | 2012-05-01 |
| 2491 | 7133 | 812 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 50} | 2012-11-01 |
| 2492 | 7194 | 808 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 50} | 2013-01-01 |
| 2493 | 6940 | 808 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 50} | 2012-05-01 |
| 2494 | 6848 | 812 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 50} | 2012-02-01 |
| 2495 | 7185 | 800 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 50} | 2013-01-01 |
| 2496 | 6832 | 797 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 2} | 2012-02-01 |
| 2497 | 6867 | 799 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 25} | 2012-03-01 |
| 2498 | 7132 | 811 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 25} | 2012-11-01 |
| 2499 | 6905 | 805 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 2} | 2012-04-01 |
| 2500 | 7164 | 810 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 10} | 2012-12-01 |
| 2501 | 7149 | 797 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 2} | 2012-12-01 |
| 2502 | 6930 | 798 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 2, 'random_state': 0, 'min_samples_split': 10} | 2012-05-01 |
| 2503 | 7095 | 805 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 10, 'random_state': 0, 'min_samples_split': 2} | 2012-10-01 |
| 2504 | 6839 | 803 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 25} | 2012-02-01 |
| 2505 | 6912 | 812 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 50} | 2012-04-01 |
| 2506 | 6965 | 802 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 10} | 2012-06-01 |
| 2507 | 7165 | 811 | sklearn.tree.DecisionTreeClassifier | {'max_depth': 50, 'random_state': 0, 'min_samples_split': 25} | 2012-12-01 |
| 2508 | 7135 | 814 | triage.component.catwalk.baselines.rankers.BaselineRankMultiFeature | {'rules': [{'feature': 'project_features_entity_id_all_total_asking_price_sum', 'low_value_high_score': False}]} | 2012-11-01 |
| 2509 | 7040 | 814 | triage.component.catwalk.baselines.rankers.BaselineRankMultiFeature | {'rules': [{'feature': 'project_features_entity_id_all_total_asking_price_sum', 'low_value_high_score': False}]} | 2012-08-01 |
| 2510 | 7072 | 814 | triage.component.catwalk.baselines.rankers.BaselineRankMultiFeature | {'rules': [{'feature': 'project_features_entity_id_all_total_asking_price_sum', 'low_value_high_score': False}]} | 2012-09-01 |
| 2511 | 6882 | 814 | triage.component.catwalk.baselines.rankers.BaselineRankMultiFeature | {'rules': [{'feature': 'project_features_entity_id_all_total_asking_price_sum', 'low_value_high_score': False}]} | 2012-03-01 |
| 2512 | 7200 | 814 | triage.component.catwalk.baselines.rankers.BaselineRankMultiFeature | {'rules': [{'feature': 'project_features_entity_id_all_total_asking_price_sum', 'low_value_high_score': False}]} | 2013-01-01 |
| 2513 | 6914 | 814 | triage.component.catwalk.baselines.rankers.BaselineRankMultiFeature | {'rules': [{'feature': 'project_features_entity_id_all_total_asking_price_sum', 'low_value_high_score': False}]} | 2012-04-01 |
| 2514 | 7168 | 814 | triage.component.catwalk.baselines.rankers.BaselineRankMultiFeature | {'rules': [{'feature': 'project_features_entity_id_all_total_asking_price_sum', 'low_value_high_score': False}]} | 2012-12-01 |
| 2515 | 7008 | 814 | triage.component.catwalk.baselines.rankers.BaselineRankMultiFeature | {'rules': [{'feature': 'project_features_entity_id_all_total_asking_price_sum', 'low_value_high_score': False}]} | 2012-07-01 |
| 2516 | 6850 | 814 | triage.component.catwalk.baselines.rankers.BaselineRankMultiFeature | {'rules': [{'feature': 'project_features_entity_id_all_total_asking_price_sum', 'low_value_high_score': False}]} | 2012-02-01 |
| 2517 | 6977 | 814 | triage.component.catwalk.baselines.rankers.BaselineRankMultiFeature | {'rules': [{'feature': 'project_features_entity_id_all_total_asking_price_sum', 'low_value_high_score': False}]} | 2012-06-01 |
| 2518 | 7104 | 814 | triage.component.catwalk.baselines.rankers.BaselineRankMultiFeature | {'rules': [{'feature': 'project_features_entity_id_all_total_asking_price_sum', 'low_value_high_score': False}]} | 2012-10-01 |
| 2519 | 6946 | 814 | triage.component.catwalk.baselines.rankers.BaselineRankMultiFeature | {'rules': [{'feature': 'project_features_entity_id_all_total_asking_price_sum', 'low_value_high_score': False}]} | 2012-05-01 |
| 2520 | 7019 | 793 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-08-01 |
| 2521 | 7053 | 795 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-09-01 |
| 2522 | 6950 | 787 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-06-01 |
| 2523 | 6828 | 791 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-02-01 |
| 2524 | 6926 | 793 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-05-01 |
| 2525 | 7176 | 791 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2013-01-01 |
| 2526 | 7142 | 790 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-12-01 |
| 2527 | 9498 | 787 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-02-01 |
| 2528 | 7106 | 784 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-11-01 |
| 2529 | 7011 | 786 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-08-01 |
| 2530 | 7050 | 792 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-09-01 |
| 2531 | 7108 | 787 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-11-01 |
| 2532 | 7109 | 788 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-11-01 |
| 2533 | 9499 | 795 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-06-01 |
| 2534 | 7044 | 785 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-07-01 |
| 2535 | 6831 | 796 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-02-01 |
| 2536 | 7110 | 789 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-11-01 |
| 2537 | 7144 | 792 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-12-01 |
| 2538 | 6894 | 785 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-04-01 |
| 2539 | 6915 | 783 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-05-01 |
| 2540 | 7017 | 792 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-08-01 |
| 2541 | 6863 | 795 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-03-01 |
| 2542 | 7047 | 789 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-09-01 |
| 2543 | 7145 | 793 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-12-01 |
| 2544 | 7121 | 785 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-10-01 |
| 2545 | 7170 | 786 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2013-01-01 |
| 2546 | 7150 | 796 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-12-01 |
| 2547 | 6978 | 783 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-07-01 |
| 2548 | 7074 | 783 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-10-01 |
| 2549 | 7177 | 792 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2013-01-01 |
| 2550 | 6951 | 788 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-06-01 |
| 2551 | 7084 | 795 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-10-01 |
| 2552 | 6981 | 787 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-07-01 |
| 2553 | 6822 | 784 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-02-01 |
| 2554 | 6857 | 790 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-03-01 |
| 2555 | 6883 | 783 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-04-01 |
| 2556 | 7052 | 794 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-09-01 |
| 2557 | 6892 | 793 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-04-01 |
| 2558 | 7076 | 787 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-10-01 |
| 2559 | 7178 | 793 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2013-01-01 |
| 2560 | 6955 | 791 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-06-01 |
| 2561 | 7077 | 788 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-10-01 |
| 2562 | 6991 | 796 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-07-01 |
| 2563 | 7018 | 791 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-08-01 |
| 2564 | 6862 | 793 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-03-01 |
| 2565 | 6833 | 795 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-02-01 |
| 2566 | 7086 | 796 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-10-01 |
| 2567 | 6825 | 789 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-02-01 |
| 2568 | 6885 | 786 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-04-01 |
| 2569 | 7141 | 789 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-12-01 |
| 2570 | 7045 | 788 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-09-01 |
| 2571 | 6858 | 789 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-03-01 |
| 2572 | 7020 | 794 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-08-01 |
| 2573 | 7009 | 783 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-08-01 |
| 2574 | 6895 | 795 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-04-01 |
| 2575 | 6918 | 787 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-05-01 |
| 2576 | 6958 | 793 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-06-01 |
| 2577 | 6830 | 793 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-02-01 |
| 2578 | 7137 | 784 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-12-01 |
| 2579 | 7013 | 788 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-08-01 |
| 2580 | 7078 | 789 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-10-01 |
| 2581 | 6860 | 791 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-03-01 |
| 2582 | 6957 | 794 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-06-01 |
| 2583 | 7140 | 788 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-12-01 |
| 2584 | 6953 | 785 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-06-01 |
| 2585 | 6888 | 789 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-04-01 |
| 2586 | 7042 | 784 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-09-01 |
| 2587 | 7182 | 796 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2013-01-01 |
| 2588 | 6852 | 784 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-03-01 |
| 2589 | 7081 | 792 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-10-01 |
| 2590 | 6826 | 790 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-02-01 |
| 2591 | 7014 | 787 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-08-01 |
| 2592 | 7051 | 793 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-09-01 |
| 2593 | 7112 | 791 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-11-01 |
| 2594 | 6887 | 788 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-04-01 |
| 2595 | 6983 | 790 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-07-01 |
| 2596 | 6949 | 786 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-06-01 |
| 2597 | 6924 | 792 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-05-01 |
| 2598 | 7175 | 790 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2013-01-01 |
| 2599 | 6947 | 783 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-06-01 |
| 2600 | 7115 | 794 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-11-01 |
| 2601 | 7114 | 793 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-11-01 |
| 2602 | 7138 | 786 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-12-01 |
| 2603 | 7048 | 790 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-09-01 |
| 2604 | 7113 | 792 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-11-01 |
| 2605 | 7049 | 791 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-09-01 |
| 2606 | 6980 | 786 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-07-01 |
| 2607 | 7012 | 785 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-08-01 |
| 2608 | 7046 | 787 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-09-01 |
| 2609 | 6886 | 787 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-04-01 |
| 2610 | 6920 | 790 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-05-01 |
| 2611 | 6853 | 785 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-03-01 |
| 2612 | 7010 | 784 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-08-01 |
| 2613 | 7079 | 790 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-10-01 |
| 2614 | 7043 | 786 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-09-01 |
| 2615 | 7201 | 785 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2013-01-01 |
| 2616 | 7015 | 789 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-08-01 |
| 2617 | 6922 | 785 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-05-01 |
| 2618 | 6923 | 791 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-05-01 |
| 2619 | 6985 | 792 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-07-01 |
| 2620 | 7143 | 791 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-12-01 |
| 2621 | 6827 | 792 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-02-01 |
| 2622 | 6925 | 794 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-05-01 |
| 2623 | 7041 | 783 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-09-01 |
| 2624 | 7116 | 795 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-11-01 |
| 2625 | 7111 | 790 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-11-01 |
| 2626 | 6984 | 789 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-07-01 |
| 2627 | 6962 | 796 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-06-01 |
| 2628 | 6927 | 795 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-05-01 |
| 2629 | 7147 | 796 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-11-01 |
| 2630 | 7139 | 787 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-12-01 |
| 2631 | 7187 | 785 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-12-01 |
| 2632 | 7094 | 785 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-09-01 |
| 2633 | 7073 | 784 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-10-01 |
| 2634 | 6829 | 794 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-02-01 |
| 2635 | 6889 | 790 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-04-01 |
| 2636 | 7172 | 788 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2013-01-01 |
| 2637 | 7082 | 793 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-10-01 |
| 2638 | 6856 | 787 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-03-01 |
| 2639 | 6890 | 791 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-04-01 |
| 2640 | 6954 | 790 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-06-01 |
| 2641 | 6859 | 792 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-03-01 |
| 2642 | 7016 | 790 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-08-01 |
| 2643 | 7146 | 794 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-12-01 |
| 2644 | 6893 | 794 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-04-01 |
| 2645 | 7169 | 784 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2013-01-01 |
| 2646 | 6956 | 792 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-06-01 |
| 2647 | 7107 | 786 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-11-01 |
| 2648 | 7021 | 795 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-08-01 |
| 2649 | 6891 | 792 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-04-01 |
| 2650 | 6989 | 795 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-07-01 |
| 2651 | 6897 | 796 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-04-01 |
| 2652 | 7080 | 791 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-10-01 |
| 2653 | 6928 | 796 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-05-01 |
| 2654 | 7057 | 796 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-09-01 |
| 2655 | 6979 | 784 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-07-01 |
| 2656 | 6986 | 791 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-07-01 |
| 2657 | 6820 | 783 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-02-01 |
| 2658 | 7152 | 785 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-11-01 |
| 2659 | 7180 | 795 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2013-01-01 |
| 2660 | 7173 | 789 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2013-01-01 |
| 2661 | 7083 | 794 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-10-01 |
| 2662 | 6952 | 789 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-06-01 |
| 2663 | 7136 | 783 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-12-01 |
| 2664 | 6884 | 784 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-04-01 |
| 2665 | 6854 | 786 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-03-01 |
| 2666 | 6866 | 796 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-03-01 |
| 2667 | 7105 | 783 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-11-01 |
| 2668 | 6988 | 794 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-07-01 |
| 2669 | 6823 | 785 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-02-01 |
| 2670 | 7148 | 795 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-12-01 |
| 2671 | 7075 | 786 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-10-01 |
| 2672 | 6821 | 786 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-02-01 |
| 2673 | 6982 | 788 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-07-01 |
| 2674 | 6921 | 789 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.5, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-05-01 |
| 2675 | 6824 | 788 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-02-01 |
| 2676 | 7023 | 796 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 10, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-08-01 |
| 2677 | 7174 | 783 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2013-01-01 |
| 2678 | 6948 | 784 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-06-01 |
| 2679 | 6861 | 794 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-03-01 |
| 2680 | 7179 | 794 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2013-01-01 |
| 2681 | 6917 | 786 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.01, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-05-01 |
| 2682 | 6916 | 784 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-05-01 |
| 2683 | 6855 | 788 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-03-01 |
| 2684 | 7171 | 787 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2013-01-01 |
| 2685 | 6919 | 788 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l2', 'max_iter': 10000} | 2012-05-01 |
| 2686 | 6851 | 783 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 0.001, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-03-01 |
| 2687 | 6987 | 793 | triage.component.catwalk.estimators.classifiers.ScaledLogisticRegression | {'C': 2, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 2012-07-01 |
In [14]:
plot_performance_all_models(db_engine, experiment_hashes, performance_metric, threshold)
<Figure size 768x576 with 0 Axes>
7(b) Cohort subsets¶
In [15]:
plot_subset_performance(db_engine, experiment_hashes, threshold, performance_metric)
8. Model Performance vs Bias¶
In [16]:
plot_performance_against_bias(
engine=db_engine,
experiment_hashes=experiment_hashes,
metric=performance_metric,
parameter=threshold,
bias_metric=bias_metric,
groups=None # This attribute need to be updated for
)
2024-09-05 16:30:51 - WARNING No model groups specified. Usign all model group ids
2024-09-05 16:30:51 - INFO No groups are specified. Showing results for all attributes and their values
9. Precision-Recall Graphs¶
In [17]:
# plot_prk_curves(db_engine, experiment_hashes, step_size=0.01)
10. Initial Model Selection and Further analysis on best models¶
For the purposes of this report, by default, we pick the best performing model from each model type based on average performance to generate additional outputs about the developed models. We would not assume the existence of predictions at this stage. Therefore, we will not do analysis such as list comparisons, crosstabs, score distribution type stuff. we'll look at more higher level comparisons between the different model types
In [18]:
best_models = get_best_hp_config_for_each_model_type(db_engine, experiment_hashes, performance_metric, threshold)
best_models
Out[18]:
| model_type | hyperparameters | mean_performance | |
|---|---|---|---|
| model_group_id | |||
| 787 | ScaledLogisticRegression | {'C': 0.1, 'solver': 'saga', 'penalty': 'l1', 'max_iter': 10000} | 0.0177 |
| 717 | RandomForestClassifier | {'max_depth': 10, 'max_features': 'auto', 'n_estimators': 5000, 'min_samples_split': 50} | 0.0175 |
| 803 | DecisionTreeClassifier | {'max_depth': 5, 'random_state': 0, 'min_samples_split': 25} | 0.0154 |
| 814 | BaselineRankMultiFeature | {'rules': [{'feature': 'project_features_entity_id_all_total_asking_price_sum', 'low_value_high_score': False}]} | 0.0154 |
In [19]:
try:
rep = PostmodelingReport(
engine=db_engine,
experiment_hashes=experiment_hashes,
model_groups=best_models.index.tolist()
)
except Exception as e:
rep = None
logging.error('No best models')
10.1 Feature Importance¶
In [20]:
if rep:
rep.plot_feature_importance()
In [21]:
if rep:
rep.plot_feature_group_importance(n_top_groups=20)
10.2 Recall Curves¶
In [22]:
if rep:
rep.plot_recall_curves_overlaid(n_splits=5)
2024-09-05 16:31:52 - WARNING No predictions were found in test_results.predictions for model_id 8664. Returning empty dataframe!
2024-09-05 16:31:52 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:52 - WARNING No predictions were found for model id 8664 (group: 717) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:52 - WARNING No predictions were found in test_results.predictions for model_id 7046. Returning empty dataframe!
2024-09-05 16:31:52 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:52 - WARNING No predictions were found for model id 7046 (group: 787) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:52 - WARNING No predictions were found in test_results.predictions for model_id 7061. Returning empty dataframe!
2024-09-05 16:31:52 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:52 - WARNING No predictions were found for model id 7061 (group: 803) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:52 - WARNING No predictions were found in test_results.predictions for model_id 7072. Returning empty dataframe!
2024-09-05 16:31:52 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:52 - WARNING No predictions were found for model id 7072 (group: 814) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:52 - WARNING No predictions were found in test_results.predictions for model_id 8856. Returning empty dataframe!
2024-09-05 16:31:52 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:52 - WARNING No predictions were found for model id 8856 (group: 717) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 7076. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 7076 (group: 787) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 7092. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 7092 (group: 803) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 7104. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 7104 (group: 814) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 9048. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 9048 (group: 717) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 7108. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 7108 (group: 787) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 7124. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 7124 (group: 803) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 7135. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 7135 (group: 814) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 9240. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 9240 (group: 717) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 7139. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 7139 (group: 787) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 7157. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 7157 (group: 803) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 7168. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 7168 (group: 814) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 9432. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 9432 (group: 717) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 7171. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 7171 (group: 787) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 7189. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 7189 (group: 803) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
2024-09-05 16:31:53 - WARNING No predictions were found in test_results.predictions for model_id 7200. Returning empty dataframe!
2024-09-05 16:31:53 - NOTICE No labels present, skipping predictions sorting .
2024-09-05 16:31:53 - WARNING No predictions were found for model id 7200 (group: 814) or a subset_hash was provided. Using the evaluations to generate the plot. Zoomed PR-K not supported!
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